Most Influential EMNLP Papers (2024-09)

September 29, 2024October 22, 2024 admin

The Conference on Empirical Methods in Natural Language Processing (EMNLP) is one of the top natural language processing conferences in the world. Paper Digest Team analyzes all papers published on EMNLP in the past years, and presents the 15 most influential papers for each year. This ranking list is automatically constructed based upon citations from both research papers and granted patents, and will be frequently updated to reflect the most recent changes. To find the latest version of this list or the most influential papers from other conferences/journals, please visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2024-09)

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TABLE 1: Most Influential EMNLP Papers (2024-09)

Year	Rank	Paper	Author(s)
2023	1	G-Eval: NLG Evaluation Using Gpt-4 with Better Human Alignment IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we present G-Eval, a framework of using large language models with chain-of-thoughts (CoT) and a form-filling paradigm, to assess the quality of NLG outputs.	YANG LIU et. al.
2023	2	Is ChatGPT A General-Purpose Natural Language Processing Task Solver? IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we empirically analyze the zero-shot learning ability of ChatGPT by evaluating it on 20 popular NLP datasets covering 7 representative task categories.	CHENGWEI QIN et. al.
2023	3	Large Language Models Can Self-Improve IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we demonstrate that an LLM is also capable of self-improving with only unlabeled datasets.	JIAXIN HUANG et. al.
2023	4	FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we introduce FACTSCORE, a new evaluation that breaks a generation into a series of atomic facts and computes the percentage of atomic facts supported by a reliable knowledge source.	SEWON MIN et. al.
2023	5	Evaluating Object Hallucination in Large Vision-Language Models IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To investigate it, this work presents the first systematic study on object hallucination of LVLMs.	YIFAN LI et. al.
2023	6	CodeT5+: Open Code Large Language Models for Code Understanding and Generation IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, existing code LLMs have two main limitations. First, they often adopt a specific architecture (encoder-only or decoder-only) or rely on a unified encoder-decoder network for different downstream tasks, lacking the flexibility to operate in the optimal architecture for a specific task. Secondly, they often employ a limited set of pretraining objectives which might not be relevant to some tasks and hence result in substantial performance degrade. To address these limitations, we propose ?CodeT5+?, a family of encoder-decoder LLMs for code in which component modules can be flexibly combined to suit a wide range of code tasks	YUE WANG et. al.
2023	7	Enhancing Chat Language Models By Scaling High-quality Instructional Conversations IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper aims to push the upper bound of open-source models further.	NING DING et. al.
2023	8	GQA: Training Generalized Multi-Query Transformer Models from Multi-Head Checkpoints IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We (1) propose a recipe for uptraining existing multi-head language model checkpoints into models with MQA using 5% of original pre-training compute, and (2) introduce grouped-query attention (GQA), a generalization of multi-query attention which uses an intermediate (more than one, less than number of query heads) number of key-value heads.	JOSHUA AINSLIE et. al.
2023	9	Reasoning with Language Model Is Planning with World Model IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To overcome the limitations, we propose a new LLM reasoning framework, Reasoning via Planning (RAP).	SHIBO HAO et. al.
2023	10	SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose �SelfCheckGPT�, a simple sampling-based approach that can be used to fact-check the responses of black-box models in a zero-resource fashion, i. e. without an external database.	Potsawee Manakul; Adian Liusie; Mark Gales;
2023	11	Enabling Large Language Models to Generate Text with Citations IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, our aim is to allow LLMs to generate text with citations, improving their factual correctness and verifiability.	Tianyu Gao; Howard Yen; Jiatong Yu; Danqi Chen;
2023	12	MEGA: Multilingual Evaluation of Generative AI IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a thorough analysis of the performance of models across languages and tasks and discuss challenges in improving the performance of generative LLMs on low-resource languages.	KABIR AHUJA et. al.
2023	13	Editing Large Language Models: Problems, Methods, and Opportunities IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Our objective is to provide valuable insights into the effectiveness and feasibility of each editing technique, thereby assisting the community in making informed decisions on the selection of the most appropriate method for a specific task or context.	YUNZHI YAO et. al.
2023	14	Just Ask for Calibration: Strategies for Eliciting Calibrated Confidence Scores from Language Models Fine-Tuned with Human Feedback IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: However, the most widely-used LMs are fine-tuned with reinforcement learning from human feedback (RLHF-LMs), and some studies have suggested that RLHF-LMs produce conditional probabilities that are very poorly calibrated. In light of this perceived weakness, we conduct a broad evaluation of methods for extracting confidence scores from RLHF-LMs.	KATHERINE TIAN et. al.
2023	15	Dissecting Recall of Factual Associations in Auto-Regressive Language Models IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: While previous work looked into where factual associations are stored, only little is known about how they are retrieved internally during inference. We investigate this question through the lens of information flow.	Mor Geva; Jasmijn Bastings; Katja Filippova; Amir Globerson;
2022	1	Rethinking The Role of Demonstrations: What Makes In-Context Learning Work? IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we show that ground truth demonstrations are in fact not requiredï¿½randomly replacing labels in the demonstrations barely hurts performance on a range of classification and multi-choce tasks, consistently over 12 different models including GPT-3.	SEWON MIN et. al.
2022	2	Super-NaturalInstructions: Generalization Via Declarative Instructions on 1600+ NLP Tasks IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Furthermore, we build Tk-Instruct, a transformer model trained to follow a variety of in-context instructions (plain language task definitions or k-shot examples).	YIZHONG WANG et. al.
2022	3	Red Teaming Language Models with Language Models IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we automatically find cases where a target LM behaves in a harmful way, by generating test cases (?red teaming?) using another LM.	ETHAN PEREZ et. al.
2022	4	Large Dual Encoders Are Generalizable Retrievers IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: One widespread belief is that the bottleneck layer of a dual encoder, where the final score is simply a dot-product between a query vector and a passage vector, is too limited compared to models with fine-grained interactions between the query and the passage. In this paper, we challenge this belief by scaling up the size of the dual encoder model while keeping the bottleneck layer as a single dot-product with a fixed size.	JIANMO NI et. al.
2022	5	UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Since the inputs and outputs of SKG tasks are heterogeneous, they have been studied separately by different communities, which limits systematic and compatible research on SKG. In this paper, we overcome this limitation by proposing the UnifiedSKG framework, which unifies 21 SKG tasks into a text-to-text format, aiming to promote systematic SKG research, instead of being exclusive to a single task, domain, or dataset.	TIANBAO XIE et. al.
2022	6	RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper proposes RLPrompt, an efficient discrete prompt optimization approach with reinforcement learning (RL).	MINGKAI DENG et. al.
2022	7	Large Language Models Are Few-shot Clinical Information Extractors IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we show that large language models, such as InstructGPT (Ouyang et al., 2022), perform well at zero- and few-shot information extraction from clinical text despite not being trained specifically for the clinical domain.	Monica Agrawal; Stefan Hegselmann; Hunter Lang; Yoon Kim; David Sontag;
2022	8	Few-shot Learning with Multilingual Generative Language Models IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we train multilingual generative language models on a corpus covering a diverse set of languages, and study their few- and zero-shot learning capabilities in a wide range of tasks.	XI VICTORIA LIN et. al.
2022	9	Transformer Feed-Forward Layers Build Predictions By Promoting Concepts in The Vocabulary Space IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Transformer-based language models (LMs) are at the core of modern NLP, but their internal prediction construction process is opaque and largely not understood. In this work, we make a substantial step towards unveiling this underlying prediction process, by reverse-engineering the operation of the feed-forward network (FFN) layers, one of the building blocks of transformer models.	Mor Geva; Avi Caciularu; Kevin Wang; Yoav Goldberg;
2022	10	MedCLIP: Contrastive Learning from Unpaired Medical Images and Text IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we decouple images and texts for multimodal contrastive learning, thus scaling the usable training data in a combinatorial magnitude with low cost.	Zifeng Wang; Zhenbang Wu; Dinesh Agarwal; Jimeng Sun;
2022	11	Towards A Unified Multi-Dimensional Evaluator for Text Generation IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a unified multi-dimensional evaluator UniEval for NLG.	MING ZHONG et. al.
2022	12	Maieutic Prompting: Logically Consistent Reasoning with Recursive Explanations IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we develop Maieutic Prompting, which aims to infer a correct answer to a question even from the unreliable generations of LM.	JAEHUN JUNG et. al.
2022	13	MPLUG: Effective and Efficient Vision-Language Learning By Cross-modal Skip-connections IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents mPLUG, a new vision-language foundation model for both cross-modal understanding and generation.	CHENLIANG LI et. al.
2022	14	Neural Theory-of-Mind? On The Limits of Social Intelligence in Large LMs IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we examine the open question of social intelligence and Theory of Mind in modern NLP systems from an empirical and theorybased perspective.	Maarten Sap; Ronan Le Bras; Daniel Fried; Yejin Choi;
2022	15	ZeroGen: Efficient Zero-shot Learning Via Dataset Generation IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we study a flexible and efficient zero-short learning method, ZeroGen.	JIACHENG YE et. al.
2021	1	The Power of Scale for Parameter-Efficient Prompt Tuning IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we explore prompt tuning, a simple yet effective mechanism for learning soft prompts to condition frozen language models to perform specific downstream tasks.	Brian Lester; Rami Al-Rfou; Noah Constant;
2021	2	SimCSE: Simple Contrastive Learning of Sentence Embeddings IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper presents SimCSE, a simple contrastive learning framework that greatly advances the state-of-the-art sentence embeddings.	Tianyu Gao; Xingcheng Yao; Danqi Chen;
2021	3	CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present CodeT5, a unified pre-trained encoder-decoder Transformer model that better leverages the code semantics conveyed from the developer-assigned identifiers.	Yue Wang; Weishi Wang; Shafiq Joty; Steven C.H. Hoi;
2021	4	CLIPScore: A Reference-free Evaluation Metric for Image Captioning IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we report the surprising empirical finding that CLIP (Radford et al., 2021), a cross-modal model pretrained on 400M image+caption pairs from the web, can be used for robust automatic evaluation of image captioning without the need for references.	Jack Hessel; Ari Holtzman; Maxwell Forbes; Ronan Le Bras; Yejin Choi;
2021	5	Transformer Feed-Forward Layers Are Key-Value Memories IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We show that feed-forward layers in transformer-based language models operate as key-value memories, where each key correlates with textual patterns in the training examples, and each value induces a distribution over the output vocabulary.	Mor Geva; Roei Schuster; Jonathan Berant; Omer Levy;
2021	6	VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present VideoCLIP, a contrastive approach to pre-train a unified model for zero-shot video and text understanding, without using any labels on downstream tasks.	HU XU et. al.
2021	7	Editing Factual Knowledge in Language Models IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present KnowledgeEditor, a method which can be used to edit this knowledge and, thus, fix ‘bugs’ or unexpected predictions without the need for expensive re-training or fine-tuning.	Nicola De Cao; Wilker Aziz; Ivan Titov;
2021	8	Documenting Large Webtext Corpora: A Case Study on The Colossal Clean Crawled Corpus IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work we provide some of the first documentation for the Colossal Clean Crawled Corpus (C4; Raffel et al., 2020), a dataset created by applying a set of filters to a single snapshot of Common Crawl.	JESSE DODGE et. al.
2021	9	PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose PICARD (code available at https://github.com/ElementAI/picard), a method for constraining auto-regressive decoders of language models through incremental parsing.	Torsten Scholak; Nathan Schucher; Dzmitry Bahdanau;
2021	10	Muppet: Massive Multi-task Representations with Pre-Finetuning IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose pre-finetuning, an additional large-scale learning stage between language model pre-training and fine-tuning.	ARMEN AGHAJANYAN et. al.
2021	11	Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we propose a framework named MultiModal InfoMax (MMIM), which hierarchically maximizes the Mutual Information (MI) in unimodal input pairs (inter-modality) and between multimodal fusion result and unimodal input in order to maintain task-related information through multimodal fusion.	Wei Han; Hui Chen; Soujanya Poria;
2021	12	QuestEval: Summarization Asks for Fact-based Evaluation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we extend previous approaches and propose a unified framework, named QuestEval.	THOMAS SCIALOM et. al.
2021	13	Masked Language Modeling and The Distributional Hypothesis: Order Word Matters Pre-training for Little IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a different explanation: MLMs succeed on downstream tasks almost entirely due to their ability to model higher-order word co-occurrence statistics.	KOUSTUV SINHA et. al.
2021	14	Condenser: A Pre-training Architecture for Dense Retrieval IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose to pre-train towards dense encoder with a novel Transformer architecture, Condenser, where LM prediction CONditions on DENSE Representation.	Luyu Gao; Jamie Callan;
2021	15	RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a novel joint training approach for dense passage retrieval and passage reranking.	RUIYANG REN et. al.
2020	1	Dense Passage Retrieval For Open-Domain Question Answering IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we show that retrieval can be practically implemented using dense representations alone, where embeddings are learned from a small number of questions and passages by a simple dual-encoder framework.	VLADIMIR KARPUKHIN et. al.
2020	2	CodeBERT: A Pre-Trained Model For Programming And Natural Languages IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present CodeBERT, a bimodal pre-trained model for programming language (PL) and natural language (NL).	ZHANGYIN FENG et. al.
2020	3	TinyBERT: Distilling BERT For Natural Language Understanding IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To accelerate inference and reduce model size while maintaining accuracy, we first propose a novel Transformer distillation method that is specially designed for knowledge distillation (KD) of the Transformer-based models.	XIAOQI JIAO et. al.
2020	4	RealToxicityPrompts: Evaluating Neural Toxic Degeneration In Language Models IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We investigate the extent to which pretrained LMs can be prompted to generate toxic language, and the effectiveness of controllable text generation algorithms at preventing such toxic degeneration.	Samuel Gehman; Suchin Gururangan; Maarten Sap; Yejin Choi; Noah A. Smith;
2020	5	Making Monolingual Sentence Embeddings Multilingual Using Knowledge Distillation IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present an easy and efficient method to extend existing sentence embedding models to new languages.	Nils Reimers; Iryna Gurevych;
2020	6	COMET: A Neural Framework For MT Evaluation IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present COMET, a neural framework for training multilingual machine translation evaluation models which obtains new state-of-the-art levels of correlation with human judgements.	Ricardo Rei; Craig Stewart; Ana C Farinha; Alon Lavie;
2020	7	How Much Knowledge Can You Pack Into The Parameters Of A Language Model? IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this short paper, we measure the practical utility of this approach by fine-tuning pre-trained models to answer questions without access to any external context or knowledge.	Adam Roberts; Colin Raffel; Noam Shazeer;
2020	8	UnifiedQA: Crossing Format Boundaries With A Single QA System IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: As evidence, we use the latest advances in language modeling to build a single pre-trained QA model, UNIFIEDQA, that performs well across 19 QA datasets spanning 4 diverse formats.	DANIEL KHASHABI et. al.
2020	9	Evaluating The Factual Consistency Of Abstractive Text Summarization IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a weakly-supervised, model-based approach for verifying factual consistency and identifying conflicts between source documents and generated summaries.	Wojciech Kryscinski; Bryan McCann; Caiming Xiong; Richard Socher;
2020	10	TweetEval: Unified Benchmark And Comparative Evaluation For Tweet Classification IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose a new evaluation framework (TweetEval) consisting of seven heterogeneous Twitter-specific classification tasks.	Francesco Barbieri; Jose Camacho-Collados; Luis Espinosa Anke; Leonardo Neves;
2020	11	LUKE: Deep Contextualized Entity Representations With Entity-aware Self-attention IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose new pretrained contextualized representations of words and entities based on the bidirectional transformer.	Ikuya Yamada; Akari Asai; Hiroyuki Shindo; Hideaki Takeda; Yuji Matsumoto;
2020	12	BERT-ATTACK: Adversarial Attack Against BERT Using BERT IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we propose \textbf{BERT-Attack}, a high-quality and effective method to generate adversarial samples using pre-trained masked language models exemplified by BERT.	Linyang Li; Ruotian Ma; Qipeng Guo; Xiangyang Xue; Xipeng Qiu;
2020	13	Revisiting Pre-Trained Models For Chinese Natural Language Processing IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we target on revisiting Chinese pre-trained language models to examine their effectiveness in a non-English language and release the Chinese pre-trained language model series to the community.	YIMING CUI et. al.
2020	14	MAD-X: An Adapter-Based Framework For Multi-Task Cross-Lingual Transfer IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose MAD-X, an adapter-based framework that enables high portability and parameter-efficient transfer to arbitrary tasks and languages by learning modular language and task representations.	Jonas Pfeiffer; Ivan Vulić; Iryna Gurevych; Sebastian Ruder;
2020	15	CrowS-Pairs: A Challenge Dataset For Measuring Social Biases In Masked Language Models IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To measure some forms of social bias in language models against protected demographic groups in the US, we introduce the Crowdsourced Stereotype Pairs benchmark (CrowS-Pairs).	Nikita Nangia; Clara Vania; Rasika Bhalerao; Samuel R. Bowman;
2019	1	Sentence-BERT: Sentence Embeddings Using Siamese BERT-Networks IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this publication, we present Sentence-BERT (SBERT), a modification of the pretrained BERT network that use siamese and triplet network structures to derive semantically meaningful sentence embeddings that can be compared using cosine-similarity.	Nils Reimers; Iryna Gurevych;
2019	2	SciBERT: A Pretrained Language Model For Scientific Text IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We release SciBERT, a pretrained language model based on BERT (Devlin et. al., 2018) to address the lack of high-quality, large-scale labeled scientific data.	Iz Beltagy; Kyle Lo; Arman Cohan;
2019	3	Language Models As Knowledge Bases? IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present an in-depth analysis of the relational knowledge already present (without fine-tuning) in a wide range of state-of-the-art pretrained language models.	FABIO PETRONI et. al.
2019	4	LXMERT: Learning Cross-Modality Encoder Representations From Transformers IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We thus propose the LXMERT (Learning Cross-Modality Encoder Representations from Transformers) framework to learn these vision-and-language connections.	Hao Tan; Mohit Bansal;
2019	5	EDA: Easy Data Augmentation Techniques For Boosting Performance On Text Classification Tasks IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present EDA: easy data augmentation techniques for boosting performance on text classification tasks.	Jason Wei; Kai Zou;
2019	6	Text Summarization With Pretrained Encoders IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we showcase how BERT can be usefully applied in text summarization and propose a general framework for both extractive and abstractive models.	Yang Liu; Mirella Lapata;
2019	7	Justifying Recommendations Using Distantly-Labeled Reviews And Fine-Grained Aspects IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We seek to introduce new datasets and methods to address the recommendation justification task.	Jianmo Ni; Jiacheng Li; Julian McAuley;
2019	8	Attention Is Not Not Explanation IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose four alternative tests to determine when/whether attention can be used as explanation: a simple uniform-weights baseline; a variance calibration based on multiple random seed runs; a diagnostic framework using frozen weights from pretrained models; and an end-to-end adversarial attention training protocol.	Sarah Wiegreffe; Yuval Pinter;
2019	9	Patient Knowledge Distillation For BERT Model Compression IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In order to alleviate this resource hunger in large-scale model training, we propose a Patient Knowledge Distillation approach to compress an original large model (teacher) into an equally-effective lightweight shallow network (student).	Siqi Sun; Yu Cheng; Zhe Gan; Jingjing Liu;
2019	10	How Contextual Are Contextualized Word Representations? Comparing The Geometry Of BERT, ELMo, And GPT-2 Embeddings IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This suggests that upper layers of contextualizing models produce more context-specific representations, much like how upper layers of LSTMs produce more task-specific representations.	Kawin Ethayarajh;
2019	11	Universal Adversarial Triggers For Attacking And Analyzing NLP IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a gradient-guided search over tokens which finds short trigger sequences (e.g., one word for classification and four words for language modeling) that successfully trigger the target prediction.	Eric Wallace; Shi Feng; Nikhil Kandpal; Matt Gardner; Sameer Singh;
2019	12	Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness Of BERT IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper explores the broader cross-lingual potential of mBERT (multilingual) as a zero shot language transfer model on 5 NLP tasks covering a total of 39 languages from various language families: NLI, document classification, NER, POS tagging, and dependency parsing.	Shijie Wu; Mark Dredze;
2019	13	Knowledge Enhanced Contextual Word Representations IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a general method to embed multiple knowledge bases (KBs) into large scale models, and thereby enhance their representations with structured, human-curated knowledge.	MATTHEW E. PETERS et. al.
2019	14	TuckER: Tensor Factorization For Knowledge Graph Completion IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose TuckER, a relatively straightforward but powerful linear model based on Tucker decomposition of the binary tensor representation of knowledge graph triples.	Ivana Balazevic; Carl Allen; Timothy Hospedales;
2019	15	PubMedQA: A Dataset For Biomedical Research Question Answering IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce PubMedQA, a novel biomedical question answering (QA) dataset collected from PubMed abstracts.	Qiao Jin; Bhuwan Dhingra; Zhengping Liu; William Cohen; Xinghua Lu;
2018	1	HotpotQA: A Dataset For Diverse, Explainable Multi-hop Question Answering IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce HotpotQA, a new dataset with 113k Wikipedia-based question-answer pairs with four key features: (1) the questions require finding and reasoning over multiple supporting documents to answer; (2) the questions are diverse and not constrained to any pre-existing knowledge bases or knowledge schemas; (3) we provide sentence-level supporting facts required for reasoning, allowing QA systems to reason with strong supervision and explain the predictions; (4) we offer a new type of factoid comparison questions to test QA systems’ ability to extract relevant facts and perform necessary comparison.	ZHILIN YANG et. al.
2018	2	XNLI: Evaluating Cross-lingual Sentence Representations IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we construct an evaluation set for XLU by extending the development and test sets of the Multi-Genre Natural Language Inference Corpus (MultiNLI) to 14 languages, including low-resource languages such as Swahili and Urdu.	ALEXIS CONNEAU et. al.
2018	3	MultiWOZ – A Large-Scale Multi-Domain Wizard-of-Oz Dataset For Task-Oriented Dialogue Modelling IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: The proposed data-collection pipeline is entirely based on crowd-sourcing without the need of hiring professional annotators;secondly, a set of benchmark results of belief tracking, dialogue act and response generation is reported, which shows the usability of the data and sets a baseline for future studies. Even though machine learning has become the major scene in dialogue research community, the real breakthrough has been blocked by the scale of data available.To address this fundamental obstacle, we introduce the Multi-Domain Wizard-of-Oz dataset (MultiWOZ), a fully-labeled collection of human-human written conversations spanning over multiple domains and topics.At a size of 10k dialogues, it is at least one order of magnitude larger than all previous annotated task-oriented corpora.The contribution of this work apart from the open-sourced dataset is two-fold:firstly, a detailed description of the data collection procedure along with a summary of data structure and analysis is provided.	PAWEŁ BUDZIANOWSKI et. al.
2018	4	Can A Suit Of Armor Conduct Electricity? A New Dataset For Open Book Question Answering IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a new kind of question answering dataset, OpenBookQA, modeled after open book exams for assessing human understanding of a subject.	Todor Mihaylov; Peter Clark; Tushar Khot; Ashish Sabharwal;
2018	5	Spider: A Large-Scale Human-Labeled Dataset For Complex And Cross-Domain Semantic Parsing And Text-to-SQL Task IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present \textit{Spider}, a large-scale complex and cross-domain semantic parsing and text-to-SQL dataset annotated by 11 college students.	TAO YU et. al.
2018	6	Generating Natural Language Adversarial Examples IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Given these challenges, we use a black-box population-based optimization algorithm to generate semantically and syntactically similar adversarial examples that fool well-trained sentiment analysis and textual entailment models with success rates of 97% and 70%, respectively.	MOUSTAFA ALZANTOT et. al.
2018	7	Understanding Back-Translation At Scale IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work broadens the understanding of back-translation and investigates a number of methods to generate synthetic source sentences.	Sergey Edunov; Myle Ott; Michael Auli; David Grangier;
2018	8	QuAC: Question Answering In Context IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present QuAC, a dataset for Question Answering in Context that contains 14K information-seeking QA dialogs (100K questions in total).	EUNSOL CHOI et. al.
2018	9	Graph Convolution Over Pruned Dependency Trees Improves Relation Extraction IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose an extension of graph convolutional networks that is tailored for relation extraction, which pools information over arbitrary dependency structures efficiently in parallel.	Yuhao Zhang; Peng Qi; Christopher D. Manning;
2018	10	SWAG: A Large-Scale Adversarial Dataset For Grounded Commonsense Inference IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we introduce the task of grounded commonsense inference, unifying natural language inference and commonsense reasoning.	Rowan Zellers; Yonatan Bisk; Roy Schwartz; Yejin Choi;
2018	11	Bottom-Up Abstractive Summarization IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This work explores the use of data-efficient content selectors to over-determine phrases in a source document that should be part of the summary.	Sebastian Gehrmann; Yuntian Deng; Alexander Rush;
2018	12	Multi-Task Identification Of Entities, Relations, And Coreference For Scientific Knowledge Graph Construction IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce a multi-task setup of identifying entities, relations, and coreference clusters in scientific articles.	Yi Luan; Luheng He; Mari Ostendorf; Hannaneh Hajishirzi;
2018	13	TVQA: Localized, Compositional Video Question Answering IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we present TVQA, a large-scale video QA dataset based on 6 popular TV shows.	Jie Lei; Licheng Yu; Mohit Bansal; Tamara Berg;
2018	14	FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset With State-of-the-Art Evaluation IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present a Few-Shot Relation Classification Dataset (dataset), consisting of 70, 000 sentences on 100 relations derived from Wikipedia and annotated by crowdworkers.	XU HAN et. al.
2018	15	Deterministic Non-Autoregressive Neural Sequence Modeling By Iterative Refinement IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a conditional non-autoregressive neural sequence model based on iterative refinement.	Jason Lee; Elman Mansimov; Kyunghyun Cho;
2017	1	Supervised Learning Of Universal Sentence Representations From Natural Language Inference Data IF:10 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we show how universal sentence representations trained using the supervised data of the Stanford Natural Language Inference datasets can consistently outperform unsupervised methods like SkipThought vectors on a wide range of transfer tasks.	Alexis Conneau; Douwe Kiela; Holger Schwenk; Loïc Barrault; Antoine Bordes;
2017	2	Adversarial Examples For Evaluating Reading Comprehension Systems IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: To reward systems with real language understanding abilities, we propose an adversarial evaluation scheme for the Stanford Question Answering Dataset (SQuAD).	Robin Jia; Percy Liang;
2017	3	RACE: Large-scale ReAding Comprehension Dataset From Examinations IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present RACE, a new dataset for benchmark evaluation of methods in the reading comprehension task.	Guokun Lai; Qizhe Xie; Hanxiao Liu; Yiming Yang; Eduard Hovy;
2017	4	Tensor Fusion Network For Multimodal Sentiment Analysis IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this paper, we pose the problem of multimodal sentiment analysis as modeling intra-modality and inter-modality dynamics.	Amir Zadeh; Minghai Chen; Soujanya Poria; Erik Cambria; Louis-Philippe Morency;
2017	5	Adversarial Learning For Neural Dialogue Generation IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We cast the task as a reinforcement learning problem where we jointly train two systems: a generative model to produce response sequences, and a discriminator-analagous to the human evaluator in the Turing test- to distinguish between the human-generated dialogues and the machine-generated ones.	JIWEI LI et. al.
2017	6	Men Also Like Shopping: Reducing Gender Bias Amplification Using Corpus-level Constraints IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: In this work, we study data and models associated with multilabel object classification and visual semantic role labeling.	Jieyu Zhao; Tianlu Wang; Mark Yatskar; Vicente Ordonez; Kai-Wei Chang;
2017	7	End-to-end Neural Coreference Resolution IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce the first end-to-end coreference resolution model and show that it significantly outperforms all previous work without using a syntactic parser or hand-engineered mention detector.	Kenton Lee; Luheng He; Mike Lewis; Luke Zettlemoyer;
2017	8	Position-aware Attention And Supervised Data Improve Slot Filling IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: This paper simultaneously addresses two issues that have held back prior work.	Yuhao Zhang; Victor Zhong; Danqi Chen; Gabor Angeli; Christopher D. Manning;
2017	9	Encoding Sentences With Graph Convolutional Networks For Semantic Role Labeling IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a version of graph convolutional networks (GCNs), a recent class of neural networks operating on graphs, suited to model syntactic dependency graphs.	Diego Marcheggiani; Ivan Titov;
2017	10	Recurrent Attention Network On Memory For Aspect Sentiment Analysis IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We propose a novel framework based on neural networks to identify the sentiment of opinion targets in a comment/review.	Peng Chen; Zhongqian Sun; Lidong Bing; Wei Yang;
2017	11	Truth Of Varying Shades: Analyzing Language In Fake News And Political Fact-Checking IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We present an analytic study on the language of news media in the context of political fact-checking and fake news detection.	Hannah Rashkin; Eunsol Choi; Jin Yea Jang; Svitlana Volkova; Yejin Choi;
2017	12	Using Millions Of Emoji Occurrences To Learn Any-domain Representations For Detecting Sentiment, Emotion And Sarcasm IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: Our paper shows that by extending the distant supervision to a more diverse set of noisy labels, the models can learn richer representations.	Bjarke Felbo; Alan Mislove; Anders Søgaard; Iyad Rahwan; Sune Lehmann;
2017	13	Sparse Communication For Distributed Gradient Descent IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We make distributed stochastic gradient descent faster by exchanging sparse updates instead of dense updates.	Alham Fikri Aji; Kenneth Heafield;
2017	14	DeepPath: A Reinforcement Learning Method For Knowledge Graph Reasoning IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: More specifically, we describe a novel reinforcement learning framework for learning multi-hop relational paths: we use a policy-based agent with continuous states based on knowledge graph embeddings, which reasons in a KG vector-space by sampling the most promising relation to extend its path.	Wenhan Xiong; Thien Hoang; William Yang Wang;
2017	15	A Joint Many-Task Model: Growing A Neural Network For Multiple NLP Tasks IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View Highlight: We introduce a joint many-task model together with a strategy for successively growing its depth to solve increasingly complex tasks.	Kazuma Hashimoto; Caiming Xiong; Yoshimasa Tsuruoka; Richard Socher;
2016	1	SQuAD: 100,000+ Questions For Machine Comprehension Of Text IF:10 Related Papers Related Patents Related Grants Related Venues Related Experts View	Pranav Rajpurkar; Jian Zhang; Konstantin Lopyrev; Percy Liang;
2016	2	Attention-based LSTM For Aspect-level Sentiment Classification IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yequan Wang; Minlie Huang; Xiaoyan Zhu; Li Zhao;
2016	3	Multimodal Compact Bilinear Pooling For Visual Question Answering And Visual Grounding IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	AKIRA FUKUI et. al.
2016	4	A Decomposable Attention Model For Natural Language Inference IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ankur Parikh; Oscar Täckström; Dipanjan Das; Jakob Uszkoreit;
2016	5	Deep Reinforcement Learning For Dialogue Generation IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	JIWEI LI et. al.
2016	6	How NOT To Evaluate Your Dialogue System: An Empirical Study Of Unsupervised Evaluation Metrics For Dialogue Response Generation IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	CHIA-WEI LIU et. al.
2016	7	Long Short-Term Memory-Networks For Machine Reading IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jianpeng Cheng; Li Dong; Mirella Lapata;
2016	8	Sequence-Level Knowledge Distillation IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yoon Kim; Alexander M. Rush;
2016	9	Key-Value Memory Networks For Directly Reading Documents IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	ALEXANDER MILLER et. al.
2016	10	Aspect Level Sentiment Classification With Deep Memory Network IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Duyu Tang; Bing Qin; Ting Liu;
2016	11	Transfer Learning For Low-Resource Neural Machine Translation IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Barret Zoph; Deniz Yuret; Jonathan May; Kevin Knight;
2016	12	Rationalizing Neural Predictions IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Tao Lei; Regina Barzilay; Tommi Jaakkola;
2016	13	Sequence-to-Sequence Learning As Beam-Search Optimization IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sam Wiseman; Alexander M. Rush;
2016	14	Neural Text Generation From Structured Data With Application To The Biography Domain IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Rémi Lebret; David Grangier; Michael Auli;
2016	15	Human Attention In Visual Question Answering: Do Humans And Deep Networks Look At The Same Regions? IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Abhishek Das; Harsh Agrawal; Larry Zitnick; Devi Parikh; Dhruv Batra;
2015	1	Effective Approaches To Attention-based Neural Machine Translation IF:10 Related Papers Related Patents Related Grants Related Venues Related Experts View	Thang Luong; Hieu Pham; Christopher D. Manning;
2015	2	A Large Annotated Corpus For Learning Natural Language Inference IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Samuel R. Bowman; Gabor Angeli; Christopher Potts; Christopher D. Manning;
2015	3	A Neural Attention Model For Abstractive Sentence Summarization IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Alexander M. Rush; Sumit Chopra; Jason Weston;
2015	4	Document Modeling With Gated Recurrent Neural Network For Sentiment Classification IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Duyu Tang; Bing Qin; Ting Liu;
2015	5	Distant Supervision For Relation Extraction Via Piecewise Convolutional Neural Networks IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Daojian Zeng; Kang Liu; Yubo Chen; Jun Zhao;
2015	6	Semantically Conditioned LSTM-based Natural Language Generation For Spoken Dialogue Systems IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	TSUNG-HSIEN WEN et. al.
2015	7	WikiQA: A Challenge Dataset For Open-Domain Question Answering IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yi Yang; Wen-tau Yih; Christopher Meek;
2015	8	Representing Text For Joint Embedding Of Text And Knowledge Bases IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	KRISTINA TOUTANOVA et. al.
2015	9	Finding Function In Form: Compositional Character Models For Open Vocabulary Word Representation IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	WANG LING et. al.
2015	10	Classifying Relations Via Long Short Term Memory Networks Along Shortest Dependency Paths IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	YAN XU et. al.
2015	11	An Improved Non-monotonic Transition System For Dependency Parsing IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Matthew Honnibal; Mark Johnson;
2015	12	Modeling Relation Paths For Representation Learning Of Knowledge Bases IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	YANKAI LIN et. al.
2015	13	Evaluation Methods For Unsupervised Word Embeddings IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Tobias Schnabel; Igor Labutov; David Mimno; Thorsten Joachims;
2015	14	Deep Convolutional Neural Network Textual Features And Multiple Kernel Learning For Utterance-level Multimodal Sentiment Analysis IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Soujanya Poria; Erik Cambria; Alexander Gelbukh;
2015	15	Fine-grained Opinion Mining With Recurrent Neural Networks And Word Embeddings IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Pengfei Liu; Shafiq Joty; Helen Meng;
2014	1	Glove: Global Vectors For Word Representation IF:10 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jeffrey Pennington; Richard Socher; Christopher Manning;
2014	2	Convolutional Neural Networks For Sentence Classification IF:10 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yoon Kim;
2014	3	A Fast And Accurate Dependency Parser Using Neural Networks IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Danqi Chen; Christopher Manning;
2014	4	ReferItGame: Referring To Objects In Photographs Of Natural Scenes IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sahar Kazemzadeh; Vicente Ordonez; Mark Matten; Tamara Berg;
2014	5	Question Answering With Subgraph Embeddings IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Antoine Bordes; Sumit Chopra; Jason Weston;
2014	6	Efficient Non-parametric Estimation Of Multiple Embeddings Per Word In Vector Space IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Arvind Neelakantan; Jeevan Shankar; Alexandre Passos; Andrew McCallum;
2014	7	Identifying Argumentative Discourse Structures In Persuasive Essays IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Christian Stab; Iryna Gurevych;
2014	8	Knowledge Graph And Text Jointly Embedding IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Zhen Wang; Jianwen Zhang; Jianlin Feng; Zheng Chen;
2014	9	Opinion Mining With Deep Recurrent Neural Networks IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ozan İrsoy; Claire Cardie;
2014	10	A Neural Network For Factoid Question Answering Over Paragraphs IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Mohit Iyyer; Jordan Boyd-Graber; Leonardo Claudino; Richard Socher; Hal Daumé III;
2014	11	Learning To Solve Arithmetic Word Problems With Verb Categorization IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Mohammad Javad Hosseini; Hannaneh Hajishirzi; Oren Etzioni; Nate Kushman;
2014	12	A Unified Model For Word Sense Representation And Disambiguation IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xinxiong Chen; Zhiyuan Liu; Maosong Sun;
2014	13	Chinese Poetry Generation With Recurrent Neural Networks IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xingxing Zhang; Mirella Lapata;
2014	14	Modeling Joint Entity And Relation Extraction With Table Representation IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Makoto Miwa; Yutaka Sasaki;
2014	15	Developing Age And Gender Predictive Lexica Over Social Media IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	MAARTEN SAP et. al.
2013	1	Recursive Deep Models For Semantic Compositionality Over A Sentiment Treebank IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	RICHARD SOCHER et. al.
2013	2	Semantic Parsing On Freebase From Question-Answer Pairs IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jonathan Berant; Andrew Chou; Roy Frostig; Percy Liang;
2013	3	Recurrent Continuous Translation Models IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Nal Kalchbrenner; Phil Blunsom;
2013	4	MCTest: A Challenge Dataset For The Open-Domain Machine Comprehension Of Text IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Matthew Richardson; Christopher J.C. Burges; Erin Renshaw;
2013	5	Sarcasm As Contrast Between A Positive Sentiment And Negative Situation IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	ELLEN RILOFF et. al.
2013	6	Bilingual Word Embeddings For Phrase-Based Machine Translation IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Will Y. Zou; Richard Socher; Daniel Cer; Christopher D. Manning;
2013	7	Scaling Semantic Parsers With On-the-Fly Ontology Matching IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Tom Kwiatkowski; Eunsol Choi; Yoav Artzi; Luke Zettlemoyer;
2013	8	Deep Learning For Chinese Word Segmentation And POS Tagging IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xiaoqing Zheng; Hanyang Chen; Tianyu Xu;
2013	9	Image Description Using Visual Dependency Representations IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Desmond Elliott; Frank Keller;
2013	10	Joint Language And Translation Modeling With Recurrent Neural Networks IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michael Auli; Michel Galley; Chris Quirk; Geoffrey Zweig;
2013	11	Decoding With Large-Scale Neural Language Models Improves Translation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ashish Vaswani; Yinggong Zhao; Victoria Fossum; David Chiang;
2013	12	Rule-Based Information Extraction Is Dead! Long Live Rule-Based Information Extraction Systems! IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Laura Chiticariu; Yunyao Li; Frederick R. Reiss;
2013	13	Connecting Language And Knowledge Bases With Embedding Models For Relation Extraction IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jason Weston; Antoine Bordes; Oksana Yakhnenko; Nicolas Usunier;
2013	14	Relational Inference For Wikification IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xiao Cheng; Dan Roth;
2013	15	Easy Victories And Uphill Battles In Coreference Resolution IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Greg Durrett; Dan Klein;
2012	1	Semantic Compositionality Through Recursive Matrix-Vector Spaces IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Richard Socher; Brody Huval; Christopher D. Manning; Andrew Y. Ng;
2012	2	Open Language Learning For Information Extraction IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michael Schmitz; Stephen Soderland; Robert Bart; Oren Etzioni;
2012	3	Multi-instance Multi-label Learning For Relation Extraction IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Mihai Surdeanu; Julie Tibshirani; Ramesh Nallapati; Christopher D. Manning;
2012	4	Exploring Topic Coherence Over Many Models And Many Topics IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Keith Stevens; Philip Kegelmeyer; David Andrzejewski; David Buttler;
2012	5	PATTY: A Taxonomy Of Relational Patterns With Semantic Types IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ndapandula Nakashole; Gerhard Weikum; Fabian Suchanek;
2012	6	A Comparison Of Vector-based Representations For Semantic Composition IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	William Blacoe; Mirella Lapata;
2012	7	A Transition-Based System For Joint Part-of-Speech Tagging And Labeled Non-Projective Dependency Parsing IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Bernd Bohnet; Joakim Nivre;
2012	8	Supervised Text-based Geolocation Using Language Models On An Adaptive Grid IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Stephen Roller; Michael Speriosu; Sarat Rallapalli; Benjamin Wing; Jason Baldridge;
2012	9	Natural Language Questions For The Web Of Data IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	MOHAMED YAHYA et. al.
2012	10	Joint Entity And Event Coreference Resolution Across Documents IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Heeyoung Lee; Marta Recasens; Angel Chang; Mihai Surdeanu; Dan Jurafsky;
2012	11	An Empirical Investigation Of Statistical Significance In NLP IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Taylor Berg-Kirkpatrick; David Burkett; Dan Klein;
2012	12	Resolving Complex Cases Of Definite Pronouns: The Winograd Schema Challenge IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Altaf Rahman; Vincent Ng;
2012	13	Automatically Constructing A Normalisation Dictionary For Microblogs IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Bo Han; Paul Cook; Timothy Baldwin;
2012	14	Opinion Target Extraction Using Word-Based Translation Model IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Kang Liu; Liheng Xu; Jun Zhao;
2012	15	Weakly Supervised Training Of Semantic Parsers IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jayant Krishnamurthy; Tom Mitchell;
2011	1	Optimizing Semantic Coherence In Topic Models IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	David Mimno; Hanna Wallach; Edmund Talley; Miriam Leenders; Andrew McCallum;
2011	2	Named Entity Recognition In Tweets: An Experimental Study IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Alan Ritter; Sam Clark; Oren Etzioni;
2011	3	Identifying Relations For Open Information Extraction IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Anthony Fader; Stephen Soderland; Oren Etzioni;
2011	4	Semi-Supervised Recursive Autoencoders For Predicting Sentiment Distributions IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Richard Socher; Jeffrey Pennington; Eric H. Huang; Andrew Y. Ng; Christopher D. Manning;
2011	5	Robust Disambiguation Of Named Entities In Text IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	JOHANNES HOFFART et. al.
2011	6	Rumor Has It: Identifying Misinformation In Microblogs IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Vahed Qazvinian; Emily Rosengren; Dragomir R. Radev; Qiaozhu Mei;
2011	7	Data-Driven Response Generation In Social Media IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Alan Ritter; Colin Cherry; William B. Dolan;
2011	8	Twitter Catches The Flu: Detecting Influenza Epidemics Using Twitter IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Eiji Aramaki; Sachiko Maskawa; Mizuki Morita;
2011	9	Random Walk Inference And Learning In A Large Scale Knowledge Base IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ni Lao; Tom Mitchell; William W. Cohen;
2011	10	Discriminating Gender On Twitter IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	John D. Burger; John Henderson; George Kim; Guido Zarrella;
2011	11	Domain Adaptation Via Pseudo In-Domain Data Selection IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Amittai Axelrod; Xiaodong He; Jianfeng Gao;
2011	12	Corpus-Guided Sentence Generation Of Natural Images IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yezhou Yang; Ching Teo; Hal Daumé III; Yiannis Aloimonos;
2011	13	Experimental Support For A Categorical Compositional Distributional Model Of Meaning IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Edward Grefenstette; Mehrnoosh Sadrzadeh;
2011	14	Multi-Source Transfer Of Delexicalized Dependency Parsers IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ryan McDonald; Slav Petrov; Keith Hall;
2011	15	Literal And Metaphorical Sense Identification Through Concrete And Abstract Context IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Peter Turney; Yair Neuman; Dan Assaf; Yohai Cohen;
2010	1	A Latent Variable Model For Geographic Lexical Variation IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jacob Eisenstein; Brendan O’Connor; Noah A. Smith; Eric P. Xing;
2010	2	Nouns Are Vectors, Adjectives Are Matrices: Representing Adjective-Noun Constructions In Semantic Space IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Marco Baroni; Roberto Zamparelli;
2010	3	Extracting Opinion Targets In A Single And Cross-Domain Setting With Conditional Random Fields IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Niklas Jakob; Iryna Gurevych;
2010	4	A Multi-Pass Sieve For Coreference Resolution IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	KARTHIK RAGHUNATHAN et. al.
2010	5	Jointly Modeling Aspects And Opinions With A MaxEnt-LDA Hybrid IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xin Zhao; Jing Jiang; Hongfei Yan; Xiaoming Li;
2010	6	Automatic Keyphrase Extraction Via Topic Decomposition IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Zhiyuan Liu; Wenyi Huang; Yabin Zheng; Maosong Sun;
2010	7	Automatic Evaluation Of Translation Quality For Distant Language Pairs IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hideki Isozaki; Tsutomu Hirao; Kevin Duh; Katsuhito Sudoh; Hajime Tsukada;
2010	8	Inducing Probabilistic CCG Grammars From Logical Form With Higher-Order Unification IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Tom Kwiatkowksi; Luke Zettlemoyer; Sharon Goldwater; Mark Steedman;
2010	9	Improving Gender Classification Of Blog Authors IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Arjun Mukherjee; Bing Liu;
2010	10	Discriminative Instance Weighting For Domain Adaptation In Statistical Machine Translation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	George Foster; Cyril Goutte; Roland Kuhn;
2010	11	Learning First-Order Horn Clauses From Web Text IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Stefan Schoenmackers; Jesse Davis; Oren Etzioni; Daniel Weld;
2010	12	A Simple Domain-Independent Probabilistic Approach To Generation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Gabor Angeli; Percy Liang; Dan Klein;
2010	13	Multi-Level Structured Models For Document-Level Sentiment Classification IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ainur Yessenalina; Yisong Yue; Claire Cardie;
2010	14	Dual Decomposition For Parsing With Non-Projective Head Automata IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Terry Koo; Alexander M. Rush; Michael Collins; Tommi Jaakkola; David Sontag;
2010	15	On Dual Decomposition And Linear Programming Relaxations For Natural Language Processing IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Alexander M. Rush; David Sontag; Michael Collins; Tommi Jaakkola;
2009	1	Labeled LDA: A Supervised Topic Model For Credit Attribution In Multi-labeled Corpora IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Daniel Ramage; David Hall; Ramesh Nallapati; Christopher D. Manning;
2009	2	Fast, Cheap, And Creative: Evaluating Translation Quality Using Amazon’s Mechanical Turk IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Chris Callison-Burch;
2009	3	Phrase Dependency Parsing For Opinion Mining IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yuanbin Wu; Qi Zhang; Xuanjing Huang; Lide Wu;
2009	4	Polylingual Topic Models IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	David Mimno; Hanna M. Wallach; Jason Naradowsky; David A. Smith; Andrew McCallum;
2009	5	Human-competitive Tagging Using Automatic Keyphrase Extraction IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Olena Medelyan; Eibe Frank; Ian H. Witten;
2009	6	Clustering To Find Exemplar Terms For Keyphrase Extraction IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Zhiyuan Liu; Peng Li; Yabin Zheng; Maosong Sun;
2009	7	Recognizing Implicit Discourse Relations In The Penn Discourse Treebank IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ziheng Lin; Min-Yen Kan; Hwee Tou Ng;
2009	8	Unsupervised Semantic Parsing IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hoifung Poon; Pedro Domingos;
2009	9	Web-Scale Distributional Similarity And Entity Set Expansion IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Patrick Pantel; Eric Crestan; Arkady Borkovsky; Ana-Maria Popescu; Vishnu Vyas;
2009	10	Nested Named Entity Recognition IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jenny Rose Finkel; Christopher D. Manning;
2009	11	Sentiment Analysis Of Conditional Sentences IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ramanathan Narayanan; Bing Liu; Alok Choudhary;
2009	12	Generating High-Coverage Semantic Orientation Lexicons From Overtly Marked Words And A Thesaurus IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Saif Mohammad; Cody Dunne; Bonnie Dorr;
2009	13	Simple Coreference Resolution With Rich Syntactic And Semantic Features IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Aria Haghighi; Dan Klein;
2009	14	Adapting A Polarity Lexicon Using Integer Linear Programming For Domain-Specific Sentiment Classification IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yejin Choi; Claire Cardie;
2009	15	Deriving Lexical And Syntactic Expectation-based Measures For Psycholinguistic Modeling Via Incremental Top-down Parsing IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Brian Roark; Asaf Bachrach; Carlos Cardenas; Christophe Pallier;
2008	1	An Analysis Of Active Learning Strategies For Sequence Labeling Tasks IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Burr Settles; Mark Craven;
2008	2	Studying The History Of Ideas Using Topic Models IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	David Hall; Daniel Jurafsky; Christopher D. Manning;
2008	3	Revisiting Readability: A Unified Framework For Predicting Text Quality IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Emily Pitler; Ani Nenkova;
2008	4	A Structured Vector Space Model For Word Meaning In Context IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Katrin Erk; Sebastian Padó;
2008	5	Lattice-based Minimum Error Rate Training For Statistical Machine Translation IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Wolfgang Macherey; Franz Och; Ignacio Thayer; Jakob Uszkoreit;
2008	6	Learning With Compositional Semantics As Structural Inference For Subsentential Sentiment Analysis IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yejin Choi; Claire Cardie;
2008	7	A Simple And Effective Hierarchical Phrase Reordering Model IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michel Galley; Christopher D. Manning;
2008	8	A Tale Of Two Parsers: Investigating And Combining Graph-based And Transition-based Dependency Parsing IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yue Zhang; Stephen Clark;
2008	9	Understanding The Value Of Features For Coreference Resolution IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Eric Bengtson; Dan Roth;
2008	10	Multilingual Subjectivity Analysis Using Machine Translation IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Carmen Banea; Rada Mihalcea; Janyce Wiebe; Samer Hassan;
2008	11	Online Large-Margin Training Of Syntactic And Structural Translation Features IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	David Chiang; Yuval Marton; Philip Resnik;
2008	12	Bayesian Unsupervised Topic Segmentation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jacob Eisenstein; Regina Barzilay;
2008	13	Using Bilingual Knowledge And Ensemble Techniques For Unsupervised Chinese Sentiment Analysis IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xiaojun Wan;
2008	14	Joint Unsupervised Coreference Resolution With Markov Logic IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hoifung Poon; Pedro Domingos;
2008	15	Syntactic Constraints On Paraphrases Extracted From Parallel Corpora IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Chris Callison-Burch;
2007	1	V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Andrew Rosenberg; Julia Hirschberg;
2007	2	Large-Scale Named Entity Disambiguation Based On Wikipedia Data IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Silviu Cucerzan;
2007	3	The CoNLL 2007 Shared Task On Dependency Parsing IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	JOAKIM NIVRE et. al.
2007	4	Large Language Models In Machine Translation IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Thorsten Brants; Ashok C. Popat; Peng Xu; Franz J. Och; Jeffrey Dean;
2007	5	Factored Translation Models IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Philipp Koehn; Hieu Hoang;
2007	6	Online Learning Of Relaxed CCG Grammars For Parsing To Logical Form IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Luke Zettlemoyer; Michael Collins;
2007	7	What Is The Jeopardy Model? A Quasi-Synchronous Grammar For QA IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Mengqiu Wang; Noah A. Smith; Teruko Mitamura;
2007	8	Using Semantic Roles To Improve Question Answering IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Dan Shen; Mirella Lapata;
2007	9	Low-Quality Product Review Detection In Opinion Summarization IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jingjing Liu; Yunbo Cao; Chin-Yew Lin; Yalou Huang; Ming Zhou;
2007	10	Improving Statistical Machine Translation Using Word Sense Disambiguation IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Marine Carpuat; Dekai Wu;
2007	11	Exploiting Wikipedia As External Knowledge For Named Entity Recognition IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jun’ichi Kazama; Kentaro Torisawa;
2007	12	Characterizing The Errors Of Data-Driven Dependency Parsing Models IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ryan McDonald; Joakim Nivre;
2007	13	Building Lexicon For Sentiment Analysis From Massive Collection Of HTML Documents IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Nobuhiro Kaji; Masaru Kitsuregawa;
2007	14	Experiments With A Higher-Order Projective Dependency Parser IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xavier Carreras;
2007	15	A Topic Model For Word Sense Disambiguation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jordan Boyd-Graber; David Blei; Xiaojin Zhu;
2006	1	Domain Adaptation With Structural Correspondence Learning IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	John Blitzer; Ryan McDonald; Fernando Pereira;
2006	2	Get Out The Vote: Determining Support Or Opposition From Congressional Floor-debate Transcripts IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Matt Thomas; Bo Pang; Lillian Lee;
2006	3	Automatically Assessing Review Helpfulness IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Soo-Min Kim; Patrick Pantel; Tim Chklovski; Marco Pennacchiotti;
2006	4	Fully Automatic Lexicon Expansion For Domain-oriented Sentiment Analysis IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hiroshi Kanayama; Tetsuya Nasukawa;
2006	5	Automatic Classification Of Citation Function IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Simone Teufel; Advaith Siddharthan; Dan Tidhar;
2006	6	Feature Subsumption For Opinion Analysis IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ellen Riloff; Siddharth Patwardhan; Janyce Wiebe;
2006	7	SPMT: Statistical Machine Translation With Syntactified Target Language Phrases IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Daniel Marcu; Wei Wang; Abdessamad Echihabi; Kevin Knight;
2006	8	Broad-Coverage Sense Disambiguation And Information Extraction With A Supersense Sequence Tagger IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Massimiliano Ciaramita; Yasemin Altun;
2006	9	Joint Extraction Of Entities And Relations For Opinion Recognition IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yejin Choi; Eric Breck; Claire Cardie;
2006	10	A Skip-Chain Conditional Random Field For Ranking Meeting Utterances By Importance IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michel Galley;
2006	11	Short Text Authorship Attribution Via Sequence Kernels, Markov Chains And Author Unmasking: An Investigation IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Conrad Sanderson; Simon Guenter;
2006	12	Sentiment Retrieval Using Generative Models IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Koji Eguchi; Victor Lavrenko;
2006	13	Solving The Problem Of Cascading Errors: Approximate Bayesian Inference For Linguistic Annotation Pipelines IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jenny Rose Finkel; Christopher D. Manning; Andrew Y. Ng;
2006	14	Phrasetable Smoothing For Statistical Machine Translation IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	George Foster; Roland Kuhn; Howard Johnson;
2006	15	Graph-based Word Clustering Using A Web Search Engine IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yutaka Matsuo; Takeshi Sakaki; Kôki Uchiyama; Mitsuru Ishizuka;
2005	1	Recognizing Contextual Polarity In Phrase-Level Sentiment Analysis IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Theresa Wilson; Janyce Wiebe; Paul Hoffmann;
2005	2	Extracting Product Features And Opinions From Reviews IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ana-Maria Popescu; Oren Etzioni;
2005	3	Non-Projective Dependency Parsing Using Spanning Tree Algorithms IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ryan McDonald; Fernando Pereira; Kiril Ribarov; Jan Hajič;
2005	4	A Shortest Path Dependency Kernel For Relation Extraction IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Razvan Bunescu; Raymond Mooney;
2005	5	Emotions From Text: Machine Learning For Text-based Emotion Prediction IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Cecilia Ovesdotter Alm; Dan Roth; Richard Sproat;
2005	6	On Coreference Resolution Performance Metrics IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Xiaoqiang Luo;
2005	7	Identifying Sources Of Opinions With Conditional Random Fields And Extraction Patterns IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yejin Choi; Claire Cardie; Ellen Riloff; Siddharth Patwardhan;
2005	8	Automatic Question Generation For Vocabulary Assessment IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jonathan Brown; Gwen Frishkoff; Maxine Eskenazi;
2005	9	Bidirectional Inference With The Easiest-First Strategy For Tagging Sequence Data IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yoshimasa Tsuruoka; Jun’ichi Tsujii;
2005	10	Recognising Textual Entailment With Logical Inference IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Johan Bos; Katja Markert;
2005	11	Unsupervised Large-Vocabulary Word Sense Disambiguation With Graph-based Algorithms For Sequence Data Labeling IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Rada Mihalcea;
2005	12	Extracting Personal Names From Email: Applying Named Entity Recognition To Informal Text IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Einat Minkov; Richard C. Wang; William W. Cohen;
2005	13	Making Computers Laugh: Investigations In Automatic Humor Recognition IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Rada Mihalcea; Carlo Strapparava;
2005	14	A Discriminative Matching Approach To Word Alignment IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ben Taskar; Simon Lacoste-Julien; Dan Klein;
2005	15	Collective Content Selection For Concept-to-Text Generation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Regina Barzilay; Mirella Lapata;
2004	1	TextRank: Bringing Order Into Text IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Rada Mihalcea; Paul Tarau;
2004	2	Statistical Significance Tests For Machine Translation Evaluation IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Philipp Koehn;
2004	3	Applying Conditional Random Fields To Japanese Morphological Analysis IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Taku Kudo; Kaoru Yamamoto; Yuji Matsumoto;
2004	4	Sentiment Analysis Using Support Vector Machines With Diverse Information Sources IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Tony Mullen; Nigel Collier;
2004	5	VerbOcean: Mining The Web For Fine-Grained Semantic Verb Relations IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Timothy Chklovski; Patrick Pantel;
2004	6	Monolingual Machine Translation For Paraphrase Generation IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Chris Quirk; Chris Brockett; William Dolan;
2004	7	Calibrating Features For Semantic Role Labeling IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Nianwen Xue; Martha Palmer;
2004	8	LexPageRank: Prestige In Multi-Document Text Summarization IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Güneş Erkan; Dragomir R. Radev;
2004	9	Adaptation Of Maximum Entropy Capitalizer: Little Data Can Help A Lo IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ciprian Chelba; Alex Acero;
2004	10	Spelling Correction As An Iterative Process That Exploits The Collective Knowledge Of Web Users IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Silviu Cucerzan; Eric Brill;
2004	11	Max-Margin Parsing IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ben Taskar; Dan Klein; Mike Collins; Daphne Koller; Christopher Manning;
2004	12	Scaling Web-based Acquisition Of Entailment Relations IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Idan Szpektor; Hristo Tanev; Ido Dagan; Bonaventura Coppola;
2004	13	Chinese Part-of-Speech Tagging: One-at-a-Time Or All-at-Once? Word-Based Or Character-Based? IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hwee Tou Ng; Jin Kiat Low;
2004	14	Mining Very-Non-Parallel Corpora: Parallel Sentence And Lexicon Extraction Via Bootstrapping And E IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Pascale Fung; Percy Cheung;
2004	15	A Boosting Algorithm For Classification Of Semi-Structured Text IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Taku Kudo; Yuji Matsumoto;
2003	1	Towards Answering Opinion Questions: Separating Facts From Opinions And Identifying The Polarity Of Opinion Sentences IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hong Yu; Vasileios Hatzivassiloglou;
2003	2	Learning Extraction Patterns For Subjective Expressions IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ellen Riloff; Janyce Wiebe;
2003	3	Improved Automatic Keyword Extraction Given More Linguistic Knowledge IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Anette Hulth;
2003	4	Sentence Alignment For Monolingual Comparable Corpora IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Regina Barzilay; Noemie Elhadad;
2003	5	A General Framework For Distributional Similarity IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Julie Weeds; David Weir;
2003	6	Supersense Tagging Of Unknown Nouns In WordNet IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Massimiliano Ciaramita; Mark Johnson;
2003	7	Evaluation And Extension Of Maximum Entropy Models With Inequality Constraints IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jun’ichi Kazama; Jun’ichi Tsujii;
2003	8	Identifying Semantic Roles Using Combinatory Categorial Grammar IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Daniel Gildea; Julia Hockenmaier;
2003	9	Statistical Acquisition Of Content Selection Rules For Natural Language Generation IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Pablo Ariel Duboue; Kathleen R. McKeown;
2003	10	Use Of Deep Linguistic Features For The Recognition And Labeling Of Semantic Arguments IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	John Chen; Owen Rambow;
2003	11	Maximum Entropy Models For FrameNet Classification IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michael Fleischman; Namhee Kwon; Eduard Hovy;
2003	12	Log-Linear Models For Wide-Coverage CCG Parsing IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Stephen Clark; James Curran;
2003	13	A Projection Extension Algorithm For Statistical Machine Translation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Christoph Tillmann;
2003	14	Variation Of Entropy And Parse Trees Of Sentences As A Function Of The Sentence Number IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Dmitriy Genzel; Eugene Charniak;
2003	15	Using LTAG Based Features In Parse Reranking IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Libin Shen; Anoop Sarkar; Aravind Joshi;
2002	1	Thumbs Up? Sentiment Classification Using Machine Learning Techniques IF:10 Related Papers Related Patents Related Grants Related Venues Related Experts View	Bo Pang; Lillian Lee; Shivakumar Vaithyanathan;
2002	2	Discriminative Training Methods For Hidden Markov Models: Theory And Experiments With Perceptron Algorithms IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michael Collins;
2002	3	Kernel Methods For Relation Extraction IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Dmitry Zelenko; Chinatsu Aone; Anthony Richardella;
2002	4	A Phrase-Based,Joint Probability Model For Statistical Machine Translation IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Daniel Marcu; Daniel Wong;
2002	5	A Bootstrapping Method For Learning Semantic Lexicons Using Extraction Pattern Contexts IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michael Thelen; Ellen Riloff;
2002	6	An Analysis Of The AskMSR Question-Answering System IF:7 Related Papers Related Patents Related Grants Related Venues Related Experts View	Eric Brill; Susan Dumais; Michele Banko;
2002	7	An Empirical Evaluation Of Knowledge Sources And Learning Algorithms For Word Sense Disambiguation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yoong Keok Lee; Hwee Tou Ng;
2002	8	Phrasal Cohesion And Statistical Machine Translation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Heidi Fox;
2002	9	Generation Of Word Graphs In Statistical Machine Translation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Nicola Ueffing; Franz Josef Och; Hermann Ney;
2002	10	Conditional Structure Versus Conditional Estimation In NLP Models IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Dan Klein; Christopher D. Manning;
2002	11	Using The Web To Overcome Data Sparseness IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Frank Keller; Maria Lapata; Olga Ourioupina;
2002	12	Extentions To HMM-based Statistical Word Alignment Models IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Kristina Toutanova; H. Tolga Ilhan; Christopher Manning;
2002	13	Bootstrapping Lexical Choice Via Multiple-Sequence Alignment IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Regina Barzilay; Lillian Lee;
2002	14	Ensemble Methods For Automatic Thesaurus Extraction IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	James Curran;
2002	15	The Influence Of Minimum Edit Distance On Reference Resolution IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michael Strube; Stefan Rapp; Christoph Müller;
2001	1	Corpus Variation And Parser Performance IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Daniel Gildea;
2001	2	Latent Semantic Analysis For Text Segmentation IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Freddy Y. Y. Choi; Peter Wiemer-Hastings; Johanna Moore;
2001	3	Limitations Of Co-Training For Natural Language Learning From Large Datasets IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	David Pierce; Claire Cardie;
2001	4	Stacking Classifiers For Anti-Spam Filtering Of E-Mail IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	GEORGIOS SAKKIS et. al.
2001	5	Detecting Short Passages Of Similar Text In Large Document Collections IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Caroline Lyon; James Malcolm; Bob Dickerson;
2001	6	Classifying The Semantic Relations In Noun Compounds Via A Domain-Specific Lexical Hierarchy IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Barbara Rosario; Marti Hearst;
2001	7	Hybrid Text Mining For Finding Abbreviations And Their Definitions IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Youngja Park; Roy J. Byrd;
2001	8	Is Knowledge-Free Induction Of Multiword Unit Dictionary Headwords A Solved Problem? IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Patrick Schone; Daniel Jurafsky;
2001	9	Knowledge Sources For Word-Level Translation Models IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Philipp Koehn; Kevin Knight;
2001	10	A Sequential Model For Multi-Class Classification IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Yair Even-Zohar; Dan Roth;
2001	11	The Unknown Word Problem: A Morphological Analysis Of Japanese Using Maximum Entropy Aided By A Dictionary IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Kiyotaka Uchimoto; Satoshi Sekine; Hitoshi Isahara;
2001	12	Question Answering Using A Large Text Database: A Machine Learning Approach IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hwee Tou Ng; Jennifer Lai Pheng Kwan; Yiyuan Xia;
2001	13	Comparing Data-Driven Learning Algorithms For PoS Tagging Of Swedish IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Beáta Megyesi;
2001	14	Feature Space Restructuring For SVMs With Application To Text Categorization IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hiroya Takamura; Yuji Matsumoto;
2001	15	Information Extraction Using The Structured Language Model IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ciprian Chelba; Milind Mahajan;
2000	1	Enriching The Knowledge Sources Used In A Maximum Entropy Part-of-Speech Tagger IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Kristina Toutanvoa; Christopher D. Manning;
2000	2	Japanese Dependency Structure Analysis Based On Support Vector Machines IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Taku Kudo; Yuji Matsumoto;
2000	3	Automated Construction Of Database Interfaces: Intergrating Statistical And Relational Learning For Semantic Parsing IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Lappoon R. Tang; Raymond J. Mooney;
2000	4	Topic Analysis Using A Finite Mixture Model IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hang Li; Kenji Yamanishi;
2000	5	Sample Selection For Statistical Grammar Induction IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Rebecca Hwa;
2000	6	A Machine Learning Approach To Answering Questions For Reading Comprehension Tests IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Hwee Tou Ng; Leong Hwee Teo; Jennifer Lai Pheng Kwan;
2000	7	One Sense Per Collocation And Genre/Topic Variations IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	David Martinez; Eneko Agirre;
2000	8	A Uniform Method Of Grammar Extraction And Its Applications IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Fei Xia; Martha Palmer; Aravind Joshi;
2000	9	What’s Yours And What’s Mine: Determining Intellectual Attribution In Scientific Text IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Simone Teufel; Marc Moens;
2000	10	Statistical Filtering And Subcategorization Frame Acquisition IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Anna Korhonen; Genevieve Gorrell; Diana McCarthy;
2000	11	An Empirical Study Of The Domain Dependence Of Supervised Word Disambiguation Systems IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Gerard Escudero; Lluis Marquez; German Rigau;
2000	12	Cross-lingual Information Retrieval Using Hidden Markov Models IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jinxi Xu; Ralph Weischedel;
2000	13	A Statistical Model For Parsing And Word-Sense Disambiguation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Daniel M. Bikel;
2000	14	Automatic WordNet Mapping Using Word Sense Disambiguation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Daniel M. Bikel;
2000	15	Error-driven HMM-based Chunk Tagger With Context-dependent Lexicon IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	GuoDong Zhou; Jian Su;
1999	1	Unsupervised Models For Named Entity Classification IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michael Collins; Yoram Singer;
1999	2	Improved Alignment Models For Statistical Machine Translation IF:8 Related Papers Related Patents Related Grants Related Venues Related Experts View	Franz Josef Och; Christoph Tillmann; Hermann Ney;
1999	3	Language Independent Named Entity Recognition Combining Morphological And Contextual Evidence IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Silviu Cucerzan; David Yarowsky;
1999	4	Detecting Text Similarity Over Short Passages: Exploring Linguistic Feature Combinations Via Machine Learning IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Vasileios Hatzivassiloglou; Judith L. Klavans; Eleazar Eskin;
1999	5	Noun Phrase Coreference As Clustering IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Claire Cardie; Kiri Wagstaff;
1999	6	Boosting Applied To Tagging And PP Attachment IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Steven Abney; Robert E. Schapire; Yoram Singer;
1999	7	Exploiting Diversity In Natural Language Processing: Combining Parsers IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	John C. Henderson; Eric Brill;
1999	8	A Learning Approach To Shallow Parsing IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Marcia Muñoz; Vasin Punyakanok; Dan Roth; Dav Zimak;
1999	9	Automatic Construction Of Weighted String Similarity Measures IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Jorg Tiedemann;
1999	10	Cascaded Grammatical Relation Assignment IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sabine Buchholz; Jorn Veenstra; Walter Daelemans;
1999	11	Determining The Specificity Of Nouns From Text IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sharon A. Caraballo; Eugene Charniak;
1999	12	Word Informativeness And Automatic Pitch Accent Modeling IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Shimei Pan; Kathleen R. McKeown;
1999	13	Text-Translation Alignment: Three Languages Are Better Than Two IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michel Simard;
1999	14	Using Subcategorization To Resolve Verb Class Ambiguity IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Maria Lapata; Chris Brew;
1999	15	Taking The Load Off The Conference Chairs-towards A Digital Paper-routing Assistant IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	David Yarowsky; Radu Florian;
1998	1	Valence Induction With A Head-Lexicalized PCFG IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Glenn Carroll; Mats Rooth;
1998	2	Measures For Corpus Similarity And Homogeneity IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Adam Kilgarriff; Tony Rose;
1998	3	Dynamic Coreference-Based Summarization IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Breck Baldwin; Thomas S. Morton;
1998	4	Word-Sense Distinguishability And Inter-Coder Agreement IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Rebecca Bruce; Janyce Wiebe;
1998	5	Automatic Insertion Of Accents In French Text IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Michel Simard;
1998	6	Japanese Dependency Structure Analysis Based On Lexicalized Statistics IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Masakazu Fujio; Yuji Matsumoto;
1998	7	Multilingual Robust Anaphora Resolution IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ruslan Mitkov; Lamia Belguith; Malgorzata Stys;
1998	8	Category Levels In Hierarchical Text Categorization IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Stephen D’Alessio; Keitha Murray; Robert Schiaffino; Aaron Kershenbaum;
1998	9	A Comparison Of Criteria For Maximum Entropy/ Minimum Divergence Feature Selection IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Adam Berger; Harry Printz;
1998	10	Aligning Clattses In Parallel Texts IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sotiris Boutsis; Stelios Piperidis;
1997	1	A Linear Observed Time Statistical Parser Based On Maximum Entropy Models IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Adwait Ratnaparkhi;
1997	2	A Corpus-Based Approach For Building Semantic Lexicons IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ellen Riloff; Jessica Shepherd;
1997	3	Mistake-Driven Learning In Text Categorization IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ido Dagan; Yael Karov; Dan Roth;
1997	4	Aggregate And Mixed-order Markov Models For Statistical Language Processing IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Lawrence Saul; Fernando Pereira;
1997	5	Distinguishing Word Senses In Untagged Text IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Ted Pedersen; Rebecca Bruce;
1997	6	Text Segmentation Using Exponential Models IF:5 Related Papers Related Patents Related Grants Related Venues Related Experts View	Doug Beeferman; Adam Berger; John Lafferty;
1997	7	Automatic Discovery Of Non-Compositional Compounds In Parallel Data IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	I. Dan Melamed;
1997	8	Probabilistic Coreference In Information Extraction IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Andrew Kehler;
1997	9	Name Searching And Information Retrieval IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Paul Thompson; Christopher C. Dozier;
1997	10	Global Thresholding And Multiple-Pass Parsing IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Joshua Goodman;
1997	11	Learning To Tag Multilingual Texts Through Observation IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	Scott W. Bennett; Chinatsu Aone;
1997	12	An Empirical Approach To Temporal Reference Resolution IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Janyce Wiebe; Tom O’Hara; Kenneth McKeever; Thorsten Ohrstrom-Sandgren;
1997	13	Tagging Grammatical Functions IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Thorsten Brants; Wojciech Skut; Brigitte Krenn;
1997	14	Detecting Subject Boundaries Within Text: A Language Independent Statistical Approach IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Korin Richmond; Andrew Smith; Einat Amitay;
1997	15	An Efficient Distribution Of Labor In A Two Stage Robust Interpretation Process IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Carolyn Penstein Rose; Alon Lavie;
1996	1	A Maximum Entropy Model For Part-Of-Speech Tagging IF:9 Related Papers Related Patents Related Grants Related Venues Related Experts View	Adwait Ratnaparkhi;
1996	2	Comparative Experiments On Disambiguating Word Senses: An Illustration Of The Role Of Bias In Machine Learning IF:6 Related Papers Related Patents Related Grants Related Venues Related Experts View	Raymond J. Mooney;
1996	3	A Geometric Approach To Mapping Bitext Correspondence IF:4 Related Papers Related Patents Related Grants Related Venues Related Experts View	I. Dan Melamed;
1996	4	Efficient Algorithms For Parsing The DOP Model IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Joshua Goodman;
1996	5	Apportioning Development Effort In A Probabilistic LR Parsing System Through Evaluation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	John Carroll; Ted Briscoe;
1996	6	Figures Of Merit For Best-First Probabilistic Chart Parsing IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Sharon A. Caraballo; Eugene Charniak;
1996	7	Combining Hand-crafted Rules And Unsupervised Learning In Constraint-based Morphological Disambiguation IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Kemal Oflazer; Gokhan Tur;
1996	8	Automating Feature Set Selection For Case-Based Learning Of Linguistic Knowledge IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Claire Cardie;
1996	9	Modeling Conversational Speech For Speech Recognition IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Marie Meteer; Rukmini Iyer;
1996	10	The Measure Of A Model IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Rebecca Bruce; Janyce Wiebe; Ted Pedersen;
1996	11	Automatic Extraction Of New Words From Japanese Texts Using Generalized Forward-Backward Search IF:3 Related Papers Related Patents Related Grants Related Venues Related Experts View	Masaaki Nagata;