Most Influential EMNLP Papers (2021-08)

August 30, 2021September 1, 2021 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 analyze 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 most influential papers from other conferences/journals, visit Best Paper Digest page. Note: the most influential papers may or may not include the papers that won the best paper awards. (Version: 2021-08)

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TABLE 1: Most Influential EMNLP Papers (2021-08)

Year	Rank	Paper	Author(s)
2020	1	TinyBERT: Distilling BERT For Natural Language Understanding IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	2	Dense Passage Retrieval For Open-Domain Question Answering IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	3	How Much Knowledge Can You Pack Into The Parameters Of A Language Model? IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	4	Evaluating The Factual Consistency Of Abstractive Text Summarization IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	5	CodeBERT: A Pre-Trained Model For Programming And Natural Languages IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: We present CodeBERT, a bimodal pre-trained model for programming language (PL) and natural language (NL).	ZHANGYIN FENG et. al.
2020	6	ProphetNet: Predicting Future N-gram For Sequence-to-Sequence Pre-training IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: This paper presents a new sequence-to-sequence pre-training model called ProphetNet, which introduces a novel self-supervised objective named future n-gram prediction and the proposed n-stream self-attention mechanism.	WEIZHEN QI et. al.
2020	7	UnifiedQA: Crossing Format Boundaries With A Single QA System IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	8	Information-Theoretic Probing With Minimum Description Length IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: Instead, we propose an alternative to the standard probes, information-theoretic probing with minimum description length (MDL).	Elena Voita; Ivan Titov;
2020	9	XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding And Generation IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: In this paper, we introduce XGLUE, a new benchmark dataset to train large-scale cross-lingual pre-trained models using multilingual and bilingual corpora, and evaluate their performance across a diverse set of cross-lingual tasks.	YAOBO LIANG et. al.
2020	10	Experience Grounds Language IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: We posit that the present success of representation learning approaches trained on large, text-only corpora requires the parallel tradition of research on the broader physical and social context of language to address the deeper questions of communication.	YONATAN BISK et. al.
2020	11	Document Ranking With A Pretrained Sequence-to-Sequence Model IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: This work proposes the use of a pretrained sequence-to-sequence model for document ranking.	Rodrigo Nogueira; Zhiying Jiang; Ronak Pradeep; Jimmy Lin;
2020	12	MAD-X: An Adapter-Based Framework For Multi-Task Cross-Lingual Transfer IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	13	BERT-ATTACK: Adversarial Attack Against BERT Using BERT IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	14	Hierarchical Graph Network For Multi-hop Question Answering IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: In this paper, we present Hierarchical Graph Network (HGN) for multi-hop question answering.	YUWEI FANG et. al.
2020	15	Making Monolingual Sentence Embeddings Multilingual Using Knowledge Distillation IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: We present an easy and efficient method to extend existing sentence embedding models to new languages.	Nils Reimers; Iryna Gurevych;
2019	1	Sentence-BERT: Sentence Embeddings Using Siamese BERT-Networks IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	LXMERT: Learning Cross-Modality Encoder Representations From Transformers IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	4	Text Summarization With Pretrained Encoders IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	5	EDA: Easy Data Augmentation Techniques For Boosting Performance On Text Classification Tasks IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: We present EDA: easy data augmentation techniques for boosting performance on text classification tasks.	Jason Wei; Kai Zou;
2019	6	Language Models As Knowledge Bases? IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	7	Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness Of BERT IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	8	Attention Is Not Not Explanation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	Knowledge Enhanced Contextual Word Representations IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	10	Patient Knowledge Distillation For BERT Model Compression IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	11	Revealing The Dark Secrets Of BERT IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: In the current work, we focus on the interpretation of self-attention, which is one of the fundamental underlying components of BERT.	Olga Kovaleva; Alexey Romanov; Anna Rogers; Anna Rumshisky;
2019	12	Universal Adversarial Triggers For Attacking And Analyzing NLP IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	13	Justifying Recommendations Using Distantly-Labeled Reviews And Fine-Grained Aspects IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: We seek to introduce new datasets and methods to address the recommendation justification task.	Jianmo Ni; Jiacheng Li; Julian McAuley;
2019	14	TuckER: Tensor Factorization For Knowledge Graph Completion IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	How Contextual Are Contextualized Word Representations? Comparing The Geometry Of BERT, ELMo, And GPT-2 Embeddings IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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;
2018	1	HotpotQA: A Dataset For Diverse, Explainable Multi-hop Question Answering IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	Understanding Back-Translation At Scale IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	3	Bottom-Up Abstractive Summarization IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	4	XNLI: Evaluating Cross-lingual Sentence Representations IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	5	SWAG: A Large-Scale Adversarial Dataset For Grounded Commonsense Inference IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	6	MultiWOZ – A Large-Scale Multi-Domain Wizard-of-Oz Dataset For Task-Oriented Dialogue Modelling IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	7	Graph Convolution Over Pruned Dependency Trees Improves Relation Extraction IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	8	Generating Natural Language Adversarial Examples IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	9	Linguistically-Informed Self-Attention For Semantic Role Labeling IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: In this work, we present linguistically-informed self-attention (LISA): a neural network model that combines multi-head self-attention with multi-task learning across dependency parsing, part-of-speech tagging, predicate detection and SRL.	Emma Strubell; Patrick Verga; Daniel Andor; David Weiss; Andrew McCallum;
2018	10	Deterministic Non-Autoregressive Neural Sequence Modeling By Iterative Refinement IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: We propose a conditional non-autoregressive neural sequence model based on iterative refinement.	Jason Lee; Elman Mansimov; Kyunghyun Cho;
2018	11	Investigating Capsule Networks With Dynamic Routing For Text Classification IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: In this study, we explore capsule networks with dynamic routing for text classification.	MIN YANG et. al.
2018	12	Dissecting Contextual Word Embeddings: Architecture And Representation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: In this paper, we present a detailed empirical study of how the choice of neural architecture (e.g. LSTM, CNN, or self attention) influences both end task accuracy and qualitative properties of the representations that are learned.	Matthew Peters; Mark Neumann; Luke Zettlemoyer; Wen-tau Yih;
2018	13	Spider: A Large-Scale Human-Labeled Dataset For Complex And Cross-Domain Semantic Parsing And Text-to-SQL Task IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	14	Semi-Supervised Sequence Modeling With Cross-View Training IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: We therefore propose Cross-View Training (CVT), a semi-supervised learning algorithm that improves the representations of a Bi-LSTM sentence encoder using a mix of labeled and unlabeled data.	Kevin Clark; Minh-Thang Luong; Christopher D. Manning; Quoc Le;
2018	15	Don’t Give Me The Details, Just The Summary! Topic-Aware Convolutional Neural Networks For Extreme Summarization IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: We propose a novel abstractive model which is conditioned on the article’s topics and based entirely on convolutional neural networks.	Shashi Narayan; Shay B. Cohen; Mirella Lapata;
2017	1	Supervised Learning Of Universal Sentence Representations From Natural Language Inference Data IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	Adversarial Learning For Neural Dialogue Generation IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	4	RACE: Large-scale ReAding Comprehension Dataset From Examinations IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	5	Encoding Sentences With Graph Convolutional Networks For Semantic Role Labeling IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	6	End-to-end Neural Coreference Resolution IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	7	Using Millions Of Emoji Occurrences To Learn Any-domain Representations For Detecting Sentiment, Emotion And Sarcasm IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	8	A Joint Many-Task Model: Growing A Neural Network For Multiple NLP Tasks IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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;
2017	9	Massive Exploration Of Neural Machine Translation Architectures IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: In this work, we present a large-scale analysis of the sensitivity of NMT architectures to common hyperparameters.	Denny Britz; Anna Goldie; Minh-Thang Luong; Quoc Le;
2017	10	Recurrent Attention Network On Memory For Aspect Sentiment Analysis IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	Men Also Like Shopping: Reducing Gender Bias Amplification Using Corpus-level Constraints IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	12	Truth Of Varying Shades: Analyzing Language In Fake News And Political Fact-Checking IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	13	Tensor Fusion Network For Multimodal Sentiment Analysis IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details 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	14	Reporting Score Distributions Makes A Difference: Performance Study Of LSTM-networks For Sequence Tagging IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: In this paper we show that reporting a single performance score is insufficient to compare non-deterministic approaches.	Nils Reimers; Iryna Gurevych;
2017	15	Graph Convolutional Encoders For Syntax-aware Neural Machine Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details Highlight: We present a simple and effective approach to incorporating syntactic structure into neural attention-based encoder-decoder models for machine translation.	Joost Bastings; Ivan Titov; Wilker Aziz; Diego Marcheggiani; Khalil Sima’an;
2016	1	Attention-based LSTM For Aspect-level Sentiment Classification IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yequan Wang; Minlie Huang; Xiaoyan Zhu; Li Zhao;
2016	2	Multimodal Compact Bilinear Pooling For Visual Question Answering And Visual Grounding IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	AKIRA FUKUI et. al.
2016	3	A Decomposable Attention Model For Natural Language Inference IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ankur Parikh; Oscar Täckström; Dipanjan Das; Jakob Uszkoreit;
2016	4	Deep Reinforcement Learning For Dialogue Generation IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	JIWEI LI et. al.
2016	5	How NOT To Evaluate Your Dialogue System: An Empirical Study Of Unsupervised Evaluation Metrics For Dialogue Response Generation IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	CHIA-WEI LIU et. al.
2016	6	Long Short-Term Memory-Networks For Machine Reading IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jianpeng Cheng; Li Dong; Mirella Lapata;
2016	7	Key-Value Memory Networks For Directly Reading Documents IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	ALEXANDER MILLER et. al.
2016	8	Aspect Level Sentiment Classification With Deep Memory Network IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Duyu Tang; Bing Qin; Ting Liu;
2016	9	Rationalizing Neural Predictions IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Tao Lei; Regina Barzilay; Tommi Jaakkola;
2016	10	Transfer Learning For Low-Resource Neural Machine Translation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Barret Zoph; Deniz Yuret; Jonathan May; Kevin Knight;
2016	11	Sequence-to-Sequence Learning As Beam-Search Optimization IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Sam Wiseman; Alexander M. Rush;
2016	12	Sequence-Level Knowledge Distillation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yoon Kim; Alexander M. Rush;
2016	13	Human Attention In Visual Question Answering: Do Humans And Deep Networks Look At The Same Regions? IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Abhishek Das; Harsh Agrawal; Larry Zitnick; Devi Parikh; Dhruv Batra;
2016	14	Learning Principled Bilingual Mappings Of Word Embeddings While Preserving Monolingual Invariance IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Mikel Artetxe; Gorka Labaka; Eneko Agirre;
2016	15	Neural Text Generation From Structured Data With Application To The Biography Domain IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Rémi Lebret; David Grangier; Michael Auli;
2015	1	Effective Approaches To Attention-based Neural Machine Translation IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	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 Orgs Related Experts Details	Alexander M. Rush; Sumit Chopra; Jason Weston;
2015	4	Document Modeling With Gated Recurrent Neural Network For Sentiment Classification IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Duyu Tang; Bing Qin; Ting Liu;
2015	5	Semantically Conditioned LSTM-based Natural Language Generation For Spoken Dialogue Systems IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	TSUNG-HSIEN WEN et. al.
2015	6	Distant Supervision For Relation Extraction Via Piecewise Convolutional Neural Networks IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Daojian Zeng; Kang Liu; Yubo Chen; Jun Zhao;
2015	7	Finding Function In Form: Compositional Character Models For Open Vocabulary Word Representation IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	WANG LING et. al.
2015	8	WikiQA: A Challenge Dataset For Open-Domain Question Answering IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yi Yang; Wen-tau Yih; Christopher Meek;
2015	9	Classifying Relations Via Long Short Term Memory Networks Along Shortest Dependency Paths IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	YAN XU et. al.
2015	10	Evaluation Methods For Unsupervised Word Embeddings IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Tobias Schnabel; Igor Labutov; David Mimno; Thorsten Joachims;
2015	11	Modeling Relation Paths For Representation Learning Of Knowledge Bases IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	YANKAI LIN et. al.
2015	12	An Improved Non-monotonic Transition System For Dependency Parsing IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Matthew Honnibal; Mark Johnson;
2015	13	Representing Text For Joint Embedding Of Text And Knowledge Bases IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	KRISTINA TOUTANOVA et. al.
2015	14	Multi-Perspective Sentence Similarity Modeling With Convolutional Neural Networks IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Hua He; Kevin Gimpel; Jimmy Lin;
2015	15	Deep Convolutional Neural Network Textual Features And Multiple Kernel Learning For Utterance-level Multimodal Sentiment Analysis IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Soujanya Poria; Erik Cambria; Alexander Gelbukh;
2014	1	Glove: Global Vectors For Word Representation IF:10 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jeffrey Pennington; Richard Socher; Christopher Manning;
2014	2	Convolutional Neural Networks For Sentence Classification IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yoon Kim;
2014	3	A Fast And Accurate Dependency Parser Using Neural Networks IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Danqi Chen; Christopher Manning;
2014	4	Question Answering With Subgraph Embeddings IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Antoine Bordes; Sumit Chopra; Jason Weston;
2014	5	ReferItGame: Referring To Objects In Photographs Of Natural Scenes IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Sahar Kazemzadeh; Vicente Ordonez; Mark Matten; Tamara Berg;
2014	6	Efficient Non-parametric Estimation Of Multiple Embeddings Per Word In Vector Space IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Arvind Neelakantan; Jeevan Shankar; Alexandre Passos; Andrew McCallum;
2014	7	A Neural Network For Factoid Question Answering Over Paragraphs IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Mohit Iyyer; Jordan Boyd-Graber; Leonardo Claudino; Richard Socher; Hal Daumé III;
2014	8	Opinion Mining With Deep Recurrent Neural Networks IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ozan İrsoy; Claire Cardie;
2014	9	Knowledge Graph And Text Jointly Embedding IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Zhen Wang; Jianwen Zhang; Jianlin Feng; Zheng Chen;
2014	10	A Unified Model For Word Sense Representation And Disambiguation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Xinxiong Chen; Zhiyuan Liu; Maosong Sun;
2014	11	Identifying Argumentative Discourse Structures In Persuasive Essays IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Christian Stab; Iryna Gurevych;
2014	12	Chinese Poetry Generation With Recurrent Neural Networks IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Xingxing Zhang; Mirella Lapata;
2014	13	A Dependency Parser For Tweets IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	LINGPENG KONG et. al.
2014	14	Learning Image Embeddings Using Convolutional Neural Networks For Improved Multi-Modal Semantics IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Douwe Kiela; Léon Bottou;
2014	15	POS Tagging Of English-Hindi Code-Mixed Social Media Content IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yogarshi Vyas; Spandana Gella; Jatin Sharma; Kalika Bali; Monojit Choudhury;
2013	1	Recursive Deep Models For Semantic Compositionality Over A Sentiment Treebank IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	RICHARD SOCHER et. al.
2013	2	Semantic Parsing On Freebase From Question-Answer Pairs IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jonathan Berant; Andrew Chou; Roy Frostig; Percy Liang;
2013	3	Recurrent Continuous Translation Models IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Matthew Richardson; Christopher J.C. Burges; Erin Renshaw;
2013	5	Bilingual Word Embeddings For Phrase-Based Machine Translation IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Will Y. Zou; Richard Socher; Daniel Cer; Christopher D. Manning;
2013	6	Sarcasm As Contrast Between A Positive Sentiment And Negative Situation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	ELLEN RILOFF et. al.
2013	7	Scaling Semantic Parsers With On-the-Fly Ontology Matching IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Tom Kwiatkowski; Eunsol Choi; Yoav Artzi; Luke Zettlemoyer;
2013	8	Deep Learning For Chinese Word Segmentation And POS Tagging IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Xiaoqing Zheng; Hanyang Chen; Tianyu Xu;
2013	9	Decoding With Large-Scale Neural Language Models Improves Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ashish Vaswani; Yinggong Zhao; Victoria Fossum; David Chiang;
2013	10	Joint Language And Translation Modeling With Recurrent Neural Networks IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Michael Auli; Michel Galley; Chris Quirk; Geoffrey Zweig;
2013	11	Image Description Using Visual Dependency Representations IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Desmond Elliott; Frank Keller;
2013	12	Relational Inference For Wikification IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Xiao Cheng; Dan Roth;
2013	13	Connecting Language And Knowledge Bases With Embedding Models For Relation Extraction IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jason Weston; Antoine Bordes; Oksana Yakhnenko; Nicolas Usunier;
2013	14	Efficient Higher-Order CRFs For Morphological Tagging IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Thomas Mueller; Helmut Schmid; Hinrich Schütze;
2013	15	Rule-Based Information Extraction Is Dead! Long Live Rule-Based Information Extraction Systems! IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Laura Chiticariu; Yunyao Li; Frederick R. Reiss;
2012	1	Semantic Compositionality Through Recursive Matrix-Vector Spaces IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Richard Socher; Brody Huval; Christopher D. Manning; Andrew Y. Ng;
2012	2	Open Language Learning For Information Extraction IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Mausam; Michael Schmitz; Stephen Soderland; Robert Bart; Oren Etzioni;
2012	3	Multi-instance Multi-label Learning For Relation Extraction IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Mihai Surdeanu; Julie Tibshirani; Ramesh Nallapati; Christopher D. Manning;
2012	4	PATTY: A Taxonomy Of Relational Patterns With Semantic Types IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ndapandula Nakashole; Gerhard Weikum; Fabian Suchanek;
2012	5	A Comparison Of Vector-based Representations For Semantic Composition IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	William Blacoe; Mirella Lapata;
2012	6	Exploring Topic Coherence Over Many Models And Many Topics IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Keith Stevens; Philip Kegelmeyer; David Andrzejewski; David Buttler;
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 Orgs Related Experts Details	Bernd Bohnet; Joakim Nivre;
2012	8	Natural Language Questions For The Web Of Data IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	MOHAMED YAHYA et. al.
2012	9	Supervised Text-based Geolocation Using Language Models On An Adaptive Grid IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Stephen Roller; Michael Speriosu; Sarat Rallapalli; Benjamin Wing; Jason Baldridge;
2012	10	Automatically Constructing A Normalisation Dictionary For Microblogs IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Bo Han; Paul Cook; Timothy Baldwin;
2012	11	Joint Entity And Event Coreference Resolution Across Documents IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Heeyoung Lee; Marta Recasens; Angel Chang; Mihai Surdeanu; Dan Jurafsky;
2012	12	Opinion Target Extraction Using Word-Based Translation Model IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Kang Liu; Liheng Xu; Jun Zhao;
2012	13	Weakly Supervised Training Of Semantic Parsers IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jayant Krishnamurthy; Tom Mitchell;
2012	14	An Empirical Investigation Of Statistical Significance In NLP IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Taylor Berg-Kirkpatrick; David Burkett; Dan Klein;
2012	15	Resolving Complex Cases Of Definite Pronouns: The Winograd Schema Challenge IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Altaf Rahman; Vincent Ng;
2011	1	Named Entity Recognition In Tweets: An Experimental Study IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Alan Ritter; Sam Clark; Mausam; Oren Etzioni;
2011	2	Semi-Supervised Recursive Autoencoders For Predicting Sentiment Distributions IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Richard Socher; Jeffrey Pennington; Eric H. Huang; Andrew Y. Ng; Christopher D. Manning;
2011	3	Identifying Relations For Open Information Extraction IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Anthony Fader; Stephen Soderland; Oren Etzioni;
2011	4	Optimizing Semantic Coherence In Topic Models IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	David Mimno; Hanna Wallach; Edmund Talley; Miriam Leenders; Andrew McCallum;
2011	5	Robust Disambiguation Of Named Entities In Text IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	JOHANNES HOFFART et. al.
2011	6	Rumor Has It: Identifying Misinformation In Microblogs IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Vahed Qazvinian; Emily Rosengren; Dragomir R. Radev; Qiaozhu Mei;
2011	7	Discriminating Gender On Twitter IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	John D. Burger; John Henderson; George Kim; Guido Zarrella;
2011	8	Twitter Catches The Flu: Detecting Influenza Epidemics Using Twitter IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Eiji Aramaki; Sachiko Maskawa; Mizuki Morita;
2011	9	Data-Driven Response Generation In Social Media IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Alan Ritter; Colin Cherry; William B. Dolan;
2011	10	Domain Adaptation Via Pseudo In-Domain Data Selection IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Amittai Axelrod; Xiaodong He; Jianfeng Gao;
2011	11	Random Walk Inference And Learning In A Large Scale Knowledge Base IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ni Lao; Tom Mitchell; William W. Cohen;
2011	12	Corpus-Guided Sentence Generation Of Natural Images IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Edward Grefenstette; Mehrnoosh Sadrzadeh;
2011	14	Multi-Source Transfer Of Delexicalized Dependency Parsers IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ryan McDonald; Slav Petrov; Keith Hall;
2011	15	Tuning As Ranking IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Mark Hopkins; Jonathan May;
2010	1	A Latent Variable Model For Geographic Lexical Variation IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Marco Baroni; Roberto Zamparelli;
2010	3	Extracting Opinion Targets In A Single And Cross-Domain Setting With Conditional Random Fields IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Niklas Jakob; Iryna Gurevych;
2010	4	Jointly Modeling Aspects And Opinions With A MaxEnt-LDA Hybrid IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Xin Zhao; Jing Jiang; Hongfei Yan; Xiaoming Li;
2010	5	A Multi-Pass Sieve For Coreference Resolution IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	KARTHIK RAGHUNATHAN et. al.
2010	6	Automatic Keyphrase Extraction Via Topic Decomposition IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Zhiyuan Liu; Wenyi Huang; Yabin Zheng; Maosong Sun;
2010	7	Inducing Probabilistic CCG Grammars From Logical Form With Higher-Order Unification IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Tom Kwiatkowksi; Luke Zettlemoyer; Sharon Goldwater; Mark Steedman;
2010	8	Automatic Evaluation Of Translation Quality For Distant Language Pairs IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Hideki Isozaki; Tsutomu Hirao; Kevin Duh; Katsuhito Sudoh; Hajime Tsukada;
2010	9	Improving Gender Classification Of Blog Authors IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	George Foster; Cyril Goutte; Roland Kuhn;
2010	11	Multi-Level Structured Models For Document-Level Sentiment Classification IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ainur Yessenalina; Yisong Yue; Claire Cardie;
2010	12	Dual Decomposition For Parsing With Non-Projective Head Automata IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Terry Koo; Alexander M. Rush; Michael Collins; Tommi Jaakkola; David Sontag;
2010	13	Learning First-Order Horn Clauses From Web Text IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Stefan Schoenmackers; Jesse Davis; Oren Etzioni; Daniel Weld;
2010	14	On Dual Decomposition And Linear Programming Relaxations For Natural Language Processing IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Alexander M. Rush; David Sontag; Michael Collins; Tommi Jaakkola;
2010	15	A Simple Domain-Independent Probabilistic Approach To Generation IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Gabor Angeli; Percy Liang; Dan Klein;
2009	1	Labeled LDA: A Supervised Topic Model For Credit Attribution In Multi-labeled Corpora IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Chris Callison-Burch;
2009	3	Phrase Dependency Parsing For Opinion Mining IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yuanbin Wu; Qi Zhang; Xuanjing Huang; Lide Wu;
2009	4	Polylingual Topic Models IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	David Mimno; Hanna M. Wallach; Jason Naradowsky; David A. Smith; Andrew McCallum;
2009	5	Unsupervised Semantic Parsing IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Hoifung Poon; Pedro Domingos;
2009	6	Web-Scale Distributional Similarity And Entity Set Expansion IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Patrick Pantel; Eric Crestan; Arkady Borkovsky; Ana-Maria Popescu; Vishnu Vyas;
2009	7	Human-competitive Tagging Using Automatic Keyphrase Extraction IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Olena Medelyan; Eibe Frank; Ian H. Witten;
2009	8	Clustering To Find Exemplar Terms For Keyphrase Extraction IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Zhiyuan Liu; Peng Li; Yabin Zheng; Maosong Sun;
2009	9	Recognizing Implicit Discourse Relations In The Penn Discourse Treebank IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ziheng Lin; Min-Yen Kan; Hwee Tou Ng;
2009	10	Sentiment Analysis Of Conditional Sentences IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ramanathan Narayanan; Bing Liu; Alok Choudhary;
2009	11	Generating High-Coverage Semantic Orientation Lexicons From Overtly Marked Words And A Thesaurus IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Saif Mohammad; Cody Dunne; Bonnie Dorr;
2009	12	Nested Named Entity Recognition IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jenny Rose Finkel; Christopher D. Manning;
2009	13	Simple Coreference Resolution With Rich Syntactic And Semantic Features IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Aria Haghighi; Dan Klein;
2009	14	Adapting A Polarity Lexicon Using Integer Linear Programming For Domain-Specific Sentiment Classification IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yejin Choi; Claire Cardie;
2009	15	Improved Statistical Machine Translation Using Monolingually-Derived Paraphrases IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yuval Marton; Chris Callison-Burch; Philip Resnik;
2008	1	An Analysis Of Active Learning Strategies For Sequence Labeling Tasks IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Burr Settles; Mark Craven;
2008	2	Studying The History Of Ideas Using Topic Models IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	David Hall; Daniel Jurafsky; Christopher D. Manning;
2008	3	A Structured Vector Space Model For Word Meaning In Context IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Katrin Erk; Sebastian Padó;
2008	4	Revisiting Readability: A Unified Framework For Predicting Text Quality IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Emily Pitler; Ani Nenkova;
2008	5	Lattice-based Minimum Error Rate Training For Statistical Machine Translation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Wolfgang Macherey; Franz Och; Ignacio Thayer; Jakob Uszkoreit;
2008	6	A Simple And Effective Hierarchical Phrase Reordering Model IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Michel Galley; Christopher D. Manning;
2008	7	Learning With Compositional Semantics As Structural Inference For Subsentential Sentiment Analysis IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yejin Choi; Claire Cardie;
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 Orgs Related Experts Details	Yue Zhang; Stephen Clark;
2008	9	Online Large-Margin Training Of Syntactic And Structural Translation Features IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	David Chiang; Yuval Marton; Philip Resnik;
2008	10	Understanding The Value Of Features For Coreference Resolution IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Eric Bengtson; Dan Roth;
2008	11	Multilingual Subjectivity Analysis Using Machine Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Carmen Banea; Rada Mihalcea; Janyce Wiebe; Samer Hassan;
2008	12	Joint Unsupervised Coreference Resolution With Markov Logic IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Hoifung Poon; Pedro Domingos;
2008	13	Bayesian Unsupervised Topic Segmentation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jacob Eisenstein; Regina Barzilay;
2008	14	Syntactic Constraints On Paraphrases Extracted From Parallel Corpora IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Chris Callison-Burch;
2008	15	Unsupervised Models For Coreference Resolution IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Vincent Ng;
2007	1	Large-Scale Named Entity Disambiguation Based On Wikipedia Data IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Silviu Cucerzan;
2007	2	V-Measure: A Conditional Entropy-Based External Cluster Evaluation Measure IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Andrew Rosenberg; Julia Hirschberg;
2007	3	The CoNLL 2007 Shared Task On Dependency Parsing IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	JOAKIM NIVRE et. al.
2007	4	Factored Translation Models IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Philipp Koehn; Hieu Hoang;
2007	5	Large Language Models In Machine Translation IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Thorsten Brants; Ashok C. Popat; Peng Xu; Franz J. Och; Jeffrey Dean;
2007	6	Online Learning Of Relaxed CCG Grammars For Parsing To Logical Form IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Luke Zettlemoyer; Michael Collins;
2007	7	Improving Statistical Machine Translation Using Word Sense Disambiguation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Marine Carpuat; Dekai Wu;
2007	8	Using Semantic Roles To Improve Question Answering IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Dan Shen; Mirella Lapata;
2007	9	What Is The Jeopardy Model? A Quasi-Synchronous Grammar For QA IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Mengqiu Wang; Noah A. Smith; Teruko Mitamura;
2007	10	Low-Quality Product Review Detection In Opinion Summarization IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jingjing Liu; Yunbo Cao; Chin-Yew Lin; Yalou Huang; Ming Zhou;
2007	11	Exploiting Wikipedia As External Knowledge For Named Entity Recognition IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Ryan McDonald; Joakim Nivre;
2007	13	Experiments With A Higher-Order Projective Dependency Parser IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Xavier Carreras;
2007	14	Dependency Parsing And Domain Adaptation With LR Models And Parser Ensembles IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Kenji Sagae; Jun’ichi Tsujii;
2007	15	Building Lexicon For Sentiment Analysis From Massive Collection Of HTML Documents IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Nobuhiro Kaji; Masaru Kitsuregawa;
2006	1	Domain Adaptation With Structural Correspondence Learning IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Matt Thomas; Bo Pang; Lillian Lee;
2006	3	Automatically Assessing Review Helpfulness IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Hiroshi Kanayama; Tetsuya Nasukawa;
2006	5	Automatic Classification Of Citation Function IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Simone Teufel; Advaith Siddharthan; Dan Tidhar;
2006	6	Feature Subsumption For Opinion Analysis IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	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 Orgs Related Experts Details	Massimiliano Ciaramita; Yasemin Altun;
2006	9	Joint Extraction Of Entities And Relations For Opinion Recognition IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	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 Orgs Related Experts Details	Conrad Sanderson; Simon Guenter;
2006	12	Solving The Problem Of Cascading Errors: Approximate Bayesian Inference For Linguistic Annotation Pipelines IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jenny Rose Finkel; Christopher D. Manning; Andrew Y. Ng;
2006	13	Phrasetable Smoothing For Statistical Machine Translation IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	George Foster; Roland Kuhn; Howard Johnson;
2006	14	Sentiment Retrieval Using Generative Models IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Koji Eguchi; Victor Lavrenko;
2006	15	Graph-based Word Clustering Using A Web Search Engine IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Theresa Wilson; Janyce Wiebe; Paul Hoffmann;
2005	2	Extracting Product Features And Opinions From Reviews IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ana-Maria Popescu; Oren Etzioni;
2005	3	Non-Projective Dependency Parsing Using Spanning Tree Algorithms IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ryan McDonald; Fernando Pereira; Kiril Ribarov; Jan Hajič;
2005	4	A Shortest Path Dependency Kernel For Relation Extraction IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Razvan Bunescu; Raymond Mooney;
2005	5	Emotions From Text: Machine Learning For Text-based Emotion Prediction IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Cecilia Ovesdotter Alm; Dan Roth; Richard Sproat;
2005	6	On Coreference Resolution Performance Metrics IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Xiaoqiang Luo;
2005	7	Identifying Sources Of Opinions With Conditional Random Fields And Extraction Patterns IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yejin Choi; Claire Cardie; Ellen Riloff; Siddharth Patwardhan;
2005	8	Bidirectional Inference With The Easiest-First Strategy For Tagging Sequence Data IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yoshimasa Tsuruoka; Jun’ichi Tsujii;
2005	9	Automatic Question Generation For Vocabulary Assessment IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jonathan Brown; Gwen Frishkoff; Maxine Eskenazi;
2005	10	Recognising Textual Entailment With Logical Inference IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Johan Bos; Katja Markert;
2005	11	Unsupervised Large-Vocabulary Word Sense Disambiguation With Graph-based Algorithms For Sequence Data Labeling IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Einat Minkov; Richard C. Wang; William W. Cohen;
2005	13	A Discriminative Matching Approach To Word Alignment IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ben Taskar; Simon Lacoste-Julien; Dan Klein;
2005	14	Word-Sense Disambiguation For Machine Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	David Vickrey; Luke Biewald; Marc Teyssier; Daphne Koller;
2005	15	A Discriminative Framework For Bilingual Word Alignment IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Robert C. Moore;
2004	1	TextRank: Bringing Order Into Text IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Rada Mihalcea; Paul Tarau;
2004	2	Statistical Significance Tests For Machine Translation Evaluation IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Philipp Koehn;
2004	3	Applying Conditional Random Fields To Japanese Morphological Analysis IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Taku Kudo; Kaoru Yamamoto; Yuji Matsumoto;
2004	4	Sentiment Analysis Using Support Vector Machines With Diverse Information Sources IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Timothy Chklovski; Patrick Pantel;
2004	6	Calibrating Features For Semantic Role Labeling IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Nianwen Xue; Martha Palmer;
2004	7	Monolingual Machine Translation For Paraphrase Generation IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Chris Quirk; Chris Brockett; William Dolan;
2004	8	LexPageRank: Prestige In Multi-Document Text Summarization IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Güneş Erkan; Dragomir R. Radev;
2004	9	Spelling Correction As An Iterative Process That Exploits The Collective Knowledge Of Web Users IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Silviu Cucerzan; Eric Brill;
2004	10	Max-Margin Parsing IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ben Taskar; Dan Klein; Mike Collins; Daphne Koller; Christopher Manning;
2004	11	Scaling Web-based Acquisition Of Entailment Relations IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Idan Szpektor; Hristo Tanev; Ido Dagan; Bonaventura Coppola;
2004	12	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 Orgs Related Experts Details	Hwee Tou Ng; Jin Kiat Low;
2004	13	A Boosting Algorithm For Classification Of Semi-Structured Text IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Taku Kudo; Yuji Matsumoto;
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 Orgs Related Experts Details	Pascale Fung; Percy Cheung;
2004	15	Unsupervised Semantic Role Labellin IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Robert S. Swier; Suzanne Stevenson;
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 Orgs Related Experts Details	Hong Yu; Vasileios Hatzivassiloglou;
2003	2	Learning Extraction Patterns For Subjective Expressions IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ellen Riloff; Janyce Wiebe;
2003	3	Improved Automatic Keyword Extraction Given More Linguistic Knowledge IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Anette Hulth;
2003	4	Sentence Alignment For Monolingual Comparable Corpora IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Regina Barzilay; Noemie Elhadad;
2003	5	A General Framework For Distributional Similarity IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Julie Weeds; David Weir;
2003	6	Supersense Tagging Of Unknown Nouns In WordNet IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Jun’ichi Kazama; Jun’ichi Tsujii;
2003	8	Identifying Semantic Roles Using Combinatory Categorial Grammar IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Daniel Gildea; Julia Hockenmaier;
2003	9	Use Of Deep Linguistic Features For The Recognition And Labeling Of Semantic Arguments IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	John Chen; Owen Rambow;
2003	10	Statistical Acquisition Of Content Selection Rules For Natural Language Generation IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Pablo Ariel Duboue; Kathleen R. McKeown;
2003	11	Maximum Entropy Models For FrameNet Classification IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Michael Fleischman; Namhee Kwon; Eduard Hovy;
2003	12	A Projection Extension Algorithm For Statistical Machine Translation IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Christoph Tillmann;
2003	13	Log-Linear Models For Wide-Coverage CCG Parsing IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Stephen Clark; James Curran;
2003	14	Using LTAG Based Features In Parse Reranking IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Libin Shen; Anoop Sarkar; Aravind Joshi;
2003	15	Using The Web In Machine Learning For Other-Anaphora Resolution IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Natalia N. Modjeska; Katja Markert; Malvina Nissim;
2002	1	Thumbs Up? Sentiment Classification Using Machine Learning Techniques IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Michael Collins;
2002	3	Kernel Methods For Relation Extraction IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Dmitry Zelenko; Chinatsu Aone; Anthony Richardella;
2002	4	A Bootstrapping Method For Learning Semantic Lexicons Using Extraction Pattern Contexts IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Michael Thelen; Ellen Riloff;
2002	5	An Analysis Of The AskMSR Question-Answering System IF:7 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Eric Brill; Susan Dumais; Michele Banko;
2002	6	An Empirical Evaluation Of Knowledge Sources And Learning Algorithms For Word Sense Disambiguation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yoong Keok Lee; Hwee Tou Ng;
2002	7	Phrasal Cohesion And Statistical Machine Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Heidi Fox;
2002	8	Generation Of Word Graphs In Statistical Machine Translation IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Nicola Ueffing; Franz Josef Och; Hermann Ney;
2002	9	Conditional Structure Versus Conditional Estimation In NLP Models IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Dan Klein; Christopher D. Manning;
2002	10	Using The Web To Overcome Data Sparseness IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Frank Keller; Maria Lapata; Olga Ourioupina;
2002	11	Extentions To HMM-based Statistical Word Alignment Models IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Kristina Toutanova; H. Tolga Ilhan; Christopher Manning;
2002	12	The Influence Of Minimum Edit Distance On Reference Resolution IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Michael Strube; Stefan Rapp; Christoph Müller;
2002	13	Ensemble Methods For Automatic Thesaurus Extraction IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	James Curran;
2002	14	Bootstrapping Lexical Choice Via Multiple-Sequence Alignment IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Regina Barzilay; Lillian Lee;
2002	15	User-Friendly Text Prediction For Translators IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	George Foster; Philippe Langlais; Guy Lapalme;
2001	1	Corpus Variation And Parser Performance IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Daniel Gildea;
2001	2	Limitations Of Co-Training For Natural Language Learning From Large Datasets IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	David Pierce; Claire Cardie;
2001	3	Stacking Classifiers For Anti-Spam Filtering Of E-Mail IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	GEORGIOS SAKKIS et. al.
2001	4	Detecting Short Passages Of Similar Text In Large Document Collections IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Caroline Lyon; James Malcolm; Bob Dickerson;
2001	5	Classifying The Semantic Relations In Noun Compounds Via A Domain-Specific Lexical Hierarchy IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Barbara Rosario; Marti Hearst;
2001	6	Is Knowledge-Free Induction Of Multiword Unit Dictionary Headwords A Solved Problem? IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Patrick Schone; Daniel Jurafsky;
2001	7	Hybrid Text Mining For Finding Abbreviations And Their Definitions IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Youngja Park; Roy J. Byrd;
2001	8	Knowledge Sources For Word-Level Translation Models IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Philipp Koehn; Kevin Knight;
2001	9	A Sequential Model For Multi-Class Classification IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Yair Even-Zohar; Dan Roth;
2001	10	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 Orgs Related Experts Details	Kiyotaka Uchimoto; Satoshi Sekine; Hitoshi Isahara;
2001	11	Comparing Data-Driven Learning Algorithms For PoS Tagging Of Swedish IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Beáta Megyesi;
2001	12	Feature Space Restructuring For SVMs With Application To Text Categorization IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Hiroya Takamura; Yuji Matsumoto;
2001	13	Information Extraction Using The Structured Language Model IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ciprian Chelba; Milind Mahajan;
2001	14	Using Bins To Empirically Estimate Term Weights For Text Categorization IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Carl Sable; Kenneth W. Church;
2001	15	Impact Of Quality And Quantity Of Corpora On Stochastic Generation IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Srinivas Bangalore; John Chen; Owen Rambow;
2000	1	Enriching The Knowledge Sources Used In A Maximum Entropy Part-of-Speech Tagger IF:9 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Taku Kudo; Yuji Matsumoto;
2000	3	Topic Analysis Using A Finite Mixture Model IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Hang Li; Kenji Yamanishi;
2000	4	Sample Selection For Statistical Grammar Induction IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Rebecca Hwa;
2000	5	Automated Construction Of Database Interfaces: Intergrating Statistical And Relational Learning For Semantic Parsing IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Lappoon R. Tang; Raymond J. Mooney;
2000	6	A Uniform Method Of Grammar Extraction And Its Applications IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Fei Xia; Martha Palmer; Aravind Joshi;
2000	7	One Sense Per Collocation And Genre/Topic Variations IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	David Martinez; Eneko Agirre;
2000	8	A Machine Learning Approach To Answering Questions For Reading Comprehension Tests IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Hwee Tou Ng; Leong Hwee Teo; Jennifer Lai Pheng Kwan;
2000	9	What’s Yours And What’s Mine: Determining Intellectual Attribution In Scientific Text IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Simone Teufel; Marc Moens;
2000	10	An Empirical Study Of The Domain Dependence Of Supervised Word Disambiguation Systems IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Gerard Escudero; Lluis Marquez; German Rigau;
2000	11	Statistical Filtering And Subcategorization Frame Acquisition IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Anna Korhonen; Genevieve Gorrell; Diana McCarthy;
2000	12	A Statistical Model For Parsing And Word-Sense Disambiguation IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Daniel M. Bikel;
2000	13	Error-driven HMM-based Chunk Tagger With Context-dependent Lexicon IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	GuoDong Zhou; Jian Su;
2000	14	Automatic WordNet Mapping Using Word Sense Disambiguation IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Daniel M. Bikel;
2000	15	Cross-lingual Information Retrieval Using Hidden Markov Models IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jinxi Xu; Ralph Weischedel;
1999	1	Unsupervised Models For Named Entity Classification IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Michael Collins; Yoram Singer;
1999	2	Improved Alignment Models For Statistical Machine Translation IF:8 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	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 Orgs Related Experts Details	Vasileios Hatzivassiloglou; Judith L. Klavans; Eleazar Eskin;
1999	5	Noun Phrase Coreference As Clustering IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Claire Cardie; Kiri Wagstaff;
1999	6	Boosting Applied To Tagging And PP Attachment IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Steven Abney; Robert E. Schapire; Yoram Singer;
1999	7	A Learning Approach To Shallow Parsing IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Marcia Muñoz; Vasin Punyakanok; Dan Roth; Dav Zimak;
1999	8	Cascaded Grammatical Relation Assignment IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Sabine Buchholz; Jorn Veenstra; Walter Daelemans;
1999	9	Automatic Construction Of Weighted String Similarity Measures IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Jorg Tiedemann;
1999	10	Exploiting Diversity In Natural Language Processing: Combining Parsers IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	John C. Henderson; Eric Brill;
1999	11	Determining The Specificity Of Nouns From Text IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Sharon A. Caraballo; Eugene Charniak;
1999	12	Word Informativeness And Automatic Pitch Accent Modeling IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Michel Simard;
1999	14	Using Subcategorization To Resolve Verb Class Ambiguity IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	David Yarowsky; Radu Florian;
1998	1	Valence Induction With A Head-Lexicalized PCFG IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Glenn Carroll; Mats Rooth;
1998	2	Measures For Corpus Similarity And Homogeneity IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Adam Kilgarriff; Tony Rose;
1998	3	Dynamic Coreference-Based Summarization IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Breck Baldwin; Thomas S. Morton;
1998	4	Japanese Dependency Structure Analysis Based On Lexicalized Statistics IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Masakazu Fujio; Yuji Matsumoto;
1998	5	Word-Sense Distinguishability And Inter-Coder Agreement IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Rebecca Bruce; Janyce Wiebe;
1998	6	Automatic Insertion Of Accents In French Text IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Michel Simard;
1998	7	Multilingual Robust Anaphora Resolution IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ruslan Mitkov; Lamia Belguith; Malgorzata Stys;
1998	8	Category Levels In Hierarchical Text Categorization IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	Adam Berger; Harry Printz;
1998	10	Aligning Clattses In Parallel Texts IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Sotiris Boutsis; Stelios Piperidis;
1998	11	An Empirical Evaluation On Statistical Parsing Of Japanese Sentences Using Lexical Association Statistics IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Kiyoaki Shirai; Kentaro Inui; Takenobu Tokunaga; Hozumi Tanaka;
1998	12	An Empirical Approach To Text Categorization Based On Term Weight Learning IF:2 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Fumiyo Fukumoto; Yoshimi Suzuki;
1997	1	A Linear Observed Time Statistical Parser Based On Maximum Entropy Models IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Adwait Ratnaparkhi;
1997	2	Mistake-Driven Learning In Text Categorization IF:6 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ido Dagan; Yael Karov; Dan Roth;
1997	3	A Corpus-Based Approach For Building Semantic Lexicons IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ellen Riloff; Jessica Shepherd;
1997	4	Aggregate And Mixed-order Markov Models For Statistical Language Processing IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Lawrence Saul; Fernando Pereira;
1997	5	Distinguishing Word Senses In Untagged Text IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Ted Pedersen; Rebecca Bruce;
1997	6	Text Segmentation Using Exponential Models IF:5 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	I. Dan Melamed;
1997	8	Name Searching And Information Retrieval IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Paul Thompson; Christopher C. Dozier;
1997	9	Probabilistic Coreference In Information Extraction IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Andrew Kehler;
1997	10	Global Thresholding And Multiple-Pass Parsing IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Joshua Goodman;
1997	11	Learning To Tag Multilingual Texts Through Observation IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Scott W. Bennett; Chinatsu Aone;
1997	12	An Empirical Approach To Temporal Reference Resolution IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Janyce Wiebe; Tom O’Hara; Kenneth McKeever; Thorsten Ohrstrom-Sandgren;
1997	13	Detecting Subject Boundaries Within Text: A Language Independent Statistical Approach IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Korin Richmond; Andrew Smith; Einat Amitay;
1997	14	Tagging Grammatical Functions IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Thorsten Brants; Wojciech Skut; Brigitte Krenn;
1997	15	An Efficient Distribution Of Labor In A Two Stage Robust Interpretation Process IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	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 Orgs Related Experts Details	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 Orgs Related Experts Details	Raymond J. Mooney;
1996	3	A Geometric Approach To Mapping Bitext Correspondence IF:4 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	I. Dan Melamed;
1996	4	Efficient Algorithms For Parsing The DOP Model IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Joshua Goodman;
1996	5	Apportioning Development Effort In A Probabilistic LR Parsing System Through Evaluation IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	John Carroll; Ted Briscoe;
1996	6	Combining Hand-crafted Rules And Unsupervised Learning In Constraint-based Morphological Disambiguation IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Kemal Oflazer; Gokhan Tur;
1996	7	Automating Feature Set Selection For Case-Based Learning Of Linguistic Knowledge IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Claire Cardie;
1996	8	Modeling Conversational Speech For Speech Recognition IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Marie Meteer; Rukmini Iyer;
1996	9	The Measure Of A Model IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Rebecca Bruce; Janyce Wiebe; Ted Pedersen;
1996	10	Automatic Extraction Of New Words From Japanese Texts Using Generalized Forward-Backward Search IF:3 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Masaaki Nagata;
1996	11	Parsing Chinese With An Almost-Context-Free Grammar IF:2 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Xuanyin Xia; Dekai Wu;
1996	12	Better Language Models With Model Merging IF:2 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Thorsten Brants;
1996	13	Unsupervised Learning Of Syntactic Knowledge: Methods And Measures IF:2 Related Papers Related Patents Related Grants Related Orgs Related Experts Details	R. Basili; A. Marziali; M.T. Pazienza; P. Velardi;
1996	14	Figures Of Merit For Best-First Probabilistic Chart Parsing Related Papers Related Patents Related Grants Related Orgs Related Experts Details	Sharon A. Caraballo; Eugene Charniak;