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ACL 2020 Papers with Code/Data

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We found ~90 ACL 2020 papers with code or data published. We list all of them in the following table. Since the extraction step is done by machines, we may miss some papers. Let us know if more papers can be added to this table.

Readers are also encouraged to read our ACL 2020 highlights, which associates each ACL-2020 paper with a one sentence highlight.

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Title Authors Code
1 Learning to Understand Child-directed and Adult-directed Speech Lieke Gelderloos, Grzegorz Chrupała, Afra Alishahi link
2 Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling Zihan Liu, Genta Indra Winata, Peng Xu, Pascale Fung link
3 Designing Precise and Robust Dialogue Response Evaluators Tianyu Zhao, Divesh Lala, Tatsuya Kawahara link
4 Few-Shot NLG with Pre-Trained Language Model Zhiyu Chen, Harini Eavani, Wenhu Chen, Yinyin Liu, William Yang Wang link
5 Fluent Response Generation for Conversational Question Answering Ashutosh Baheti, Alan Ritter, Kevin Small link
6 Towards Unsupervised Language Understanding and Generation by Joint Dual Learning Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen link
7 Syn-QG: Syntactic and Shallow Semantic Rules for Question Generation Kaustubh Dhole, Christopher D. Manning link
8 Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning Joongbo Shin, Yoonhyung Lee, Seunghyun Yoon, Kyomin Jung link
9 Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading Yifan Gao, Chien-Sheng Wu, Shafiq Joty, Caiming Xiong, Richard Socher, Irwin King, Michael Lyu, Steven C.H. Hoi link
10 Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen Yixin Cao, Ruihao Shui, Liangming Pan, Min-Yen Kan, Zhiyuan Liu, Tat-Seng Chua link
11 Keyphrase Generation for Scientific Document Retrieval Florian Boudin, Ygor Gallina, Akiko Aizawa link
12 Learning and Evaluating Emotion Lexicons for 91 Languages Sven Buechel, Susanna Rücker, Udo Hahn link
13 PuzzLing Machines: A Challenge on Learning From Small Data Gözde Gül Şahin, Yova Kementchedjhieva, Phillip Rust, Iryna Gurevych link
14 SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization Yang Gao, Wei Zhao, Steffen Eger link
15 Semantic Graphs for Generating Deep Questions Liangming Pan, Yuxi Xie, Yansong Feng, Tat-Seng Chua, Min-Yen Kan link
16 NAT: Noise-Aware Training for Robust Neural Sequence Labeling Marcin Namysl, Sven Behnke, Joachim Köhler link
17 It’s Easier to Translate out of English than into it: Measuring Neural Translation Difficulty by Cross-Mutual Information Emanuele Bugliarello, Sabrina J. Mielke, Antonios Anastasopoulos, Ryan Cotterell, Naoaki Okazaki link
18 Politeness Transfer: A Tag and Generate Approach Aman Madaan, Amrith Setlur, Tanmay Parekh, Barnabas Poczos, Graham Neubig, Yiming Yang, Ruslan Salakhutdinov, Alan W Black, Shrimai Prabhumoye link
19 Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs Houyu Zhang, Zhenghao Liu, Chenyan Xiong, Zhiyuan Liu link
20 Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback Ahmed Elgohary, saghar Hosseini, Ahmed Hassan Awadallah link
21 MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification Jiaao Chen, Zichao Yang, Diyi Yang link
22 DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference Ji Xin, Raphael Tang, Jaejun Lee, Yaoliang Yu, Jimmy Lin link
23 Semantic Scaffolds for Pseudocode-to-Code Generation Ruiqi Zhong, Mitchell Stern, Dan Klein link
24 INFOTABS: Inference on Tables as Semi-structured Data Vivek Gupta, Maitrey Mehta, Pegah Nokhiz, Vivek Srikumar link
25 BabyWalk: Going Farther in Vision-and-Language Navigation by Taking Baby Steps Wang Zhu, Hexiang Hu, Jiacheng Chen, Zhiwei Deng, Vihan Jain, Eugene Ie, Fei Sha link
26 Masked Language Model Scoring Julian Salazar, Davis Liang, Toan Q. Nguyen, Katrin Kirchhoff link
27 Showing Your Work Doesn’t Always Work Raphael Tang, Jaejun Lee, Ji Xin, Xinyu Liu, Yaoliang Yu, Jimmy Lin link
28 Geometry-aware domain adaptation for unsupervised alignment of word embeddings Pratik Jawanpuria, Mayank Meghwanshi, Bamdev Mishra link
29 MOOCCube: A Large-scale Data Repository for NLP Applications in MOOCs Jifan Yu, Gan Luo, Tong Xiao, Qingyang Zhong, Yuquan Wang, wenzheng feng, Junyi Luo, Chenyu Wang, Lei Hou, Juanzi Li, Zhiyuan Liu, Jie Tang link
30 Analyzing the Persuasive Effect of Style in News Editorial Argumentation Roxanne El Baff, Henning Wachsmuth, Khalid Al Khatib, Benno Stein link
31 Embarrassingly Simple Unsupervised Aspect Extraction Stéphan Tulkens, Andreas van Cranenburgh link
32 Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks Bo Zhang, Yue Zhang, Rui Wang, Zhenghua Li, Min Zhang link
33 Efficient Second-Order TreeCRF for Neural Dependency Parsing Yu Zhang, Zhenghua Li, Min Zhang link
34 A Reinforced Generation of Adversarial Examples for Neural Machine Translation wei zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun CHEN link
35 A Retrieve-and-Rewrite Initialization Method for Unsupervised Machine Translation Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma link
36 MIND: A Large-scale Dataset for News Recommendation Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, Chuhan Wu, Tao Qi, Jianxun Lian, Danyang Liu, Xing Xie, Jianfeng Gao, Winnie Wu, Ming Zhou link
37 Don’t Eclipse Your Arts Due to Small Discrepancies: Boundary Repositioning with a Pointer Network for Aspect Extraction Zhenkai Wei, Yu Hong, Bowei Zou, Meng Cheng, Jianmin YAO link
38 CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality Wenmeng Yu, Hua Xu, Fanyang Meng, Yilin Zhu, Yixiao Ma, Jiele Wu, Jiyun Zou, Kaicheng Yang link
39 Learning Spoken Language Representations with Neural Lattice Language Modeling Chao-Wei Huang, Yun-Nung Chen link
40 Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data Hamidreza Shahidi, Ming Li, Jimmy Lin link
41 SEEK: Segmented Embedding of Knowledge Graphs Wentao Xu, Shun Zheng, Liang He, Bin Shao, Jian Yin, Tie-Yan Liu link
42 Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics Guy Emerson link
43 CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages Tommaso Pasini, Federico Scozzafava, Bianca Scarlini link
44 SKEP: Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis Hao Tian, Can Gao, Xinyan Xiao, Hao Liu, Bolei He, Hua Wu, Haifeng Wang, feng wu link
45 Exact yet Efficient Graph Parsing, Bi-directional Locality and the Constructivist Hypothesis Yajie Ye, Weiwei Sun link
46 Towards Transparent and Explainable Attention Models Akash Kumar Mohankumar, Preksha Nema, Sharan Narasimhan, Mitesh M. Khapra, Balaji Vasan Srinivasan, Balaraman Ravindran link
47 Tchebycheff Procedure for Multi-task Text Classification Yuren Mao, Shuang Yun, Weiwei Liu, Bo Du link
48 Empowering Active Learning to Jointly Optimize System and User Demands Ji-Ung Lee, Christian M. Meyer, Iryna Gurevych link
49 Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction Masahiro Kaneko, Masato Mita, Shun Kiyono, Jun Suzuki, Kentaro Inui link
50 ERASER: A Benchmark to Evaluate Rationalized NLP Models Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace link
51 Learning to Faithfully Rationalize by Construction Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, Byron C. Wallace link
52 DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian link
53 A Corpus for Large-Scale Phonetic Typology Elizabeth Salesky, Eleanor Chodroff, Tiago Pimentel, Matthew Wiesner, Ryan Cotterell, Alan W Black, Jason Eisner link
54 Information-Theoretic Probing for Linguistic Structure Tiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, Ran Zmigrod, Adina Williams, Ryan Cotterell link
55 Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts Agostina Calabrese, Michele Bevilacqua, Roberto Navigli link
56 Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings Rishi Bommasani, Kelly Davis, Claire Cardie link
57 Code and Named Entity Recognition in StackOverflow Jeniya Tabassum, Mounica Maddela, Wei Xu, Alan Ritter link
58 Dialogue-Based Relation Extraction Dian Yu, Kai Sun, Claire Cardie, Dong Yu link
59 Facet-Aware Evaluation for Extractive Summarization Yuning Mao, Liyuan Liu, Qi Zhu, Xiang Ren, Jiawei Han link
60 Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Wang, Kyunghyun Cho, Mike Lewis link
61 Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction Raphael Schumann, Lili Mou, Yao Lu, Olga Vechtomova, Katja Markert link
62 Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset Revanth Rameshkumar, Peter Bailey link
63 (Re)construing Meaning in NLP Sean Trott, Tiago Timponi Torrent, Nancy Chang, Nathan Schneider link
64 How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence Haoxi Zhong, Chaojun Xiao, Cunchao Tu, Tianyang Zhang, Zhiyuan Liu, Maosong Sun link
65 Contextualizing Hate Speech Classifiers with Post-hoc Explanation Brendan Kennedy, Xisen Jin, Aida Mostafazadeh Davani, Morteza Dehghani, Xiang Ren link
66 WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge Hongming Zhang, Xinran Zhao, Yangqiu Song link
67 Improving Event Detection via Open-domain Trigger Knowledge Meihan Tong, Bin Xu, Shuai Wang, Yixin Cao, Lei Hou, Juanzi Li, Jun Xie link
68 Incorporating External Knowledge through Pre-training for Natural Language to Code Generation Frank F. Xu, Zhengbao Jiang, Pengcheng Yin, Bogdan Vasilescu, Graham Neubig link
69 Word-level Textual Adversarial Attacking as Combinatorial Optimization Yuan Zang, Fanchao Qi, Chenghao Yang, Zhiyuan Liu, Meng Zhang, Qun Liu, Maosong Sun link
70 Extractive Summarization as Text Matching Ming Zhong, Pengfei Liu, Yiran Chen, Danqing Wang, Xipeng Qiu, Xuanjing Huang link
71 A Top-down Neural Architecture towards Text-level Parsing of Discourse Rhetorical Structure Longyin Zhang, Yuqing Xing, Fang Kong, Peifeng Li, Guodong Zhou link
72 Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification pratik Dutta, Sriparna Saha link
73 Connecting Embeddings for Knowledge Graph Entity Typing Yu Zhao, anxiang zhang, Ruobing Xie, Kang Liu, Xiaojie WANG link
74 Cross-modal Coherence Modeling for Caption Generation Malihe Alikhani, Piyush Sharma, Shengjie Li, Radu Soricut, Matthew Stone link
75 Words Aren’t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions Arjun Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy link
76 Predicting Declension Class from Form and Meaning Adina Williams, Tiago Pimentel, Hagen Blix, Arya D. McCarthy, Eleanor Chodroff, Ryan Cotterell link
77 A Two-Stage Masked LM Method for Term Set Expansion Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg link
78 From Zero to Hero: Human-In-The-Loop Entity Linking in Low Resource Domains Jan-Christoph Klie, Richard Eckart de Castilho, Iryna Gurevych link
79 Fine-grained Fact Verification with Kernel Graph Attention Network Zhenghao Liu, Chenyan Xiong, Maosong Sun, Zhiyuan Liu link
80 SciREX: A Challenge Dataset for Document-Level Information Extraction Sarthak Jain, Madeleine van Zuylen, Hannaneh Hajishirzi, Iz Beltagy link
81 RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang, Richard Shin, Xiaodong Liu, Oleksandr Polozov, Matthew Richardson link
82 HAT: Hardware-Aware Transformers for Efficient Natural Language Processing Hanrui Wang, Zhanghao Wu, Zhijian Liu, Han Cai, Ligeng Zhu, Chuang Gan, Song Han link
83 On Forgetting to Cite Older Papers: An Analysis of the ACL Anthology Marcel Bollmann, Desmond Elliott link
84 ESPRIT: Explaining Solutions to Physical Reasoning Tasks Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher, Dragomir Radev link
85 Logical Natural Language Generation from Open-Domain Tables Wenhu Chen, Jianshu Chen, Yu Su, Zhiyu Chen, William Yang Wang link
86 Neural CRF Model for Sentence Alignment in Text Simplification Chao Jiang, Mounica Maddela, Wuwei Lan, Yang Zhong, Wei Xu link
87 Sources of Transfer in Multilingual Named Entity Recognition David Mueller, Nicholas Andrews, Mark Dredze link
88 End-to-End Bias Mitigation by Modelling Biases in Corpora Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson link
89 Exclusive Hierarchical Decoding for Deep Keyphrase Generation Wang Chen, Hou Pong Chan, Piji Li, Irwin King link