ACL 2019: all papers in our library
- Energy and Policy Considerations for Deep Learning in NLPAnnual Meeting of the Association for Computational Linguistics (ACL)Emma Strubell, Ananya Ganesh, Andrew McCallum2019 · 4,053 citations
- Multimodal Transformer for Unaligned Multimodal Language SequencesAnnual Meeting of the Association for Computational Linguistics (ACL)Yao-Hung Hubert Tsai, Shaojie Bai, Paul Pu Liang, et al.2019 · 2,174 citations
- How Multilingual is Multilingual BERT?Annual Meeting of the Association for Computational Linguistics (ACL)Telmo Pires, Eva Schlinger, Dan Garrette2019 · 2,104 citations
- BERT Rediscovers the Classical NLP PipelineAnnual Meeting of the Association for Computational Linguistics (ACL)Ian Tenney, Dipanjan Das, Ellie Pavlick2019 · 2,002 citations
- What Does BERT Learn about the Structure of Language?Annual Meeting of the Association for Computational Linguistics (ACL)Ganesh Jawahar, Benoît Sagot, Djamé Seddah2019 · 1,799 citations
- Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language InferenceR. Thomas McCoy, Ellie Pavlick, Tal Linzen2019 · 1,635 citations
- Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be PrunedAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, David Talbot, Fedor Moiseev, et al.2019 · 1,520 citations
- Multi-Task Deep Neural Networks for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaodong Liu, Pengcheng He, Weizhu Chen, et al.2019 · 1,511 citations
- COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Antoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,287 citations
- CamemBERT: a Tasty French Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Louis Martin, Benjamin Muller, Pedro Javier Ortiz Suárez, et al.2019 · 1,267 citations
- Latent Retrieval for Weakly Supervised Open Domain Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Kenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1,236 citations
- The Risk of Racial Bias in Hate Speech DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Maarten Sap, Dallas Card, Saadia Gabriel, et al.2019 · 1,152 citations
- Matching the Blanks: Distributional Similarity for Relation LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Livio Baldini Soares, Nicholas FitzGerald, Jeffrey Ling, et al.2019 · 994 citations
- Is Attention Interpretable?Annual Meeting of the Association for Computational Linguistics (ACL)Sofia Serrano, Noah A. Smith2019 · 889 citations
- Generating Natural Language Adversarial Examples through Probability Weighted Word SaliencyAnnual Meeting of the Association for Computational Linguistics (ACL)Shuhuai Ren, Yihe Deng, Kun He, et al.2019 · 884 citations
- Learning Deep Transformer Models for Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Qiang Wang, Bei Li, Tong Xiao, et al.2019 · 802 citations
- Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Alexander Fabbri, Irene Li, Tianwei She, et al.2019 · 743 citations
- MLQA: Evaluating Cross-lingual Extractive Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Patrick Lewis, Barlas Oğuz, Ruty Rinott, et al.2019 · 738 citations
- Mitigating Gender Bias in Natural Language Processing: Literature ReviewAnnual Meeting of the Association for Computational Linguistics (ACL)Tony Sun, Andrew Gaut, Shirlyn Tang, et al.2019 · 718 citations
- GLTR: Statistical Detection and Visualization of Generated TextAnnual Meeting of the Association for Computational Linguistics (ACL)Sebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush2019 · 693 citations
- Explain Yourself! Leveraging Language Models for Commonsense ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, et al.2019 · 693 citations
- ELI5: Long Form Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Angela Fan, Yacine Jernite, Ethan Perez, et al.2019 · 685 citations
- A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.2019 · 644 citations
- Attention Guided Graph Convolutional Networks for Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Zhijiang Guo, Yan Zhang, Wei Lu2019 · 600 citations
- Evaluating Gender Bias in Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Gabriel Stanovsky, Noah A. Smith, Luke Zettlemoyer2019 · 589 citations
- Neural Legal Judgment Prediction in EnglishAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Ion Androutsopoulos, Nikolaos Aletras2019 · 558 citations
- GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation ExtractionAnnual Meeting of the Association for Computational Linguistics (ACL)Tsu-Jui Fu, Peng-Hsuan Li, Wei-Yun Ma2019 · 514 citations
- Hierarchical Transformers for Multi-Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Yang Liu, Mirella Lapata2019 · 466 citations
- Exploring Pre-trained Language Models for Event Extraction and GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Sen Yang, Dawei Feng, Linbo Qiao, et al.2019 · 454 citations
- Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Yitao Cai, Huiyu Cai, Xiaojun Wan2019 · 450 citations
- HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Xingxing Zhang, Furu Wei, Ming Zhou2019 · 450 citations
- OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge GraphsAnnual Meeting of the Association for Computational Linguistics (ACL)Seungwhan Moon, Pararth Shah, Anuj Kumar, et al.2019 · 448 citations
- Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Tobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 444 citations
- Entity-Relation Extraction as Multi-Turn Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaoya Li, Fan Yin, Zijun Sun, et al.2019 · 442 citations
- Automatic Detection of Generated Text is Easiest when Humans are FooledAnnual Meeting of the Association for Computational Linguistics (ACL)Daphne Ippolito, Daniel Duckworth, Chris Callison-Burch, et al.2019 · 408 citations
- Neural Architectures for Nested NER through LinearizationAnnual Meeting of the Association for Computational Linguistics (ACL)Jana Straková, Milan Straka, Jan Hajic2019 · 400 citations
- Disentangled Representation Learning for Non-Parallel Text Style TransferAnnual Meeting of the Association for Computational Linguistics (ACL)Vineet John, Lili Mou, Hareesh Bahuleyan, et al.2019 · 397 citations
- Combating Adversarial Misspellings with Robust Word RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Danish Pruthi, Bhuwan Dhingra, Zachary C. Lipton2019 · 389 citations
- Discourse-Aware Neural Extractive Text SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Jiacheng Xu, Zhe Gan, Yu Cheng, et al.2019 · 385 citations
- Dialogue Natural Language InferenceAnnual Meeting of the Association for Computational Linguistics (ACL)Sean Welleck, Jason Weston, Arthur Szlam, et al.2019 · 384 citations
- JW300: A Wide-Coverage Parallel Corpus for Low-Resource LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Željko Agić, Ivan Vulić2019 · 373 citations
- Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich MorphologyAnnual Meeting of the Association for Computational Linguistics (ACL)Ran Zmigrod, Sabrina J. Mielke, Hanna Wallach, et al.2019 · 372 citations
- Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social GoodAnnual Meeting of the Association for Computational Linguistics (ACL)Xuewei Wang, Weiyan Shi, Richard Kim, et al.2019 · 369 citations
- Adaptive Attention Span in TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Sainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, et al.2019 · 363 citations
- Multilingual Constituency Parsing with Self-Attention and Pre-TrainingAnnual Meeting of the Association for Computational Linguistics (ACL)Nikita Kitaev, Steven Cao, Dan Klein2019 · 356 citations
- Synthetic QA Corpora Generation with Roundtrip ConsistencyAnnual Meeting of the Association for Computational Linguistics (ACL)Chris Alberti, Daniel Andor, Emily Pitler, et al.2019 · 355 citations
- STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Mingbo Ma, Liang Huang, Hao Xiong, et al.2019 · 349 citations
- An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Ruidan He, Wee Sun Lee, Hwee Tou Ng, et al.2019 · 348 citations
- Massively Multilingual Transfer for NERAnnual Meeting of the Association for Computational Linguistics (ACL)Afshin Rahimi, Yuan Li, Trevor Cohn2019 · 328 citations
- Robust Neural Machine Translation with Doubly Adversarial InputsAnnual Meeting of the Association for Computational Linguistics (ACL)Yong Cheng, Lu Jiang, Wolfgang Macherey2019 · 324 citations
- When a Good Translation is Wrong in Context: Context-Aware Machine Translation Improves on Deixis, Ellipsis, and Lexical CohesionAnnual Meeting of the Association for Computational Linguistics (ACL)Elena Voita, Rico Sennrich, Ivan Titov2019 · 321 citations
- Joint Slot Filling and Intent Detection via Capsule Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Chenwei Zhang, Yaliang Li, Nan Du, et al.2019 · 315 citations
- Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)Annual Meeting of the Association for Computational Linguistics (ACL)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, et al.2019 · 314 citations
- Choosing Transfer Languages for Cross-Lingual LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee, et al.2019 · 314 citations
- Multi-hop Reading Comprehension through Question Decomposition and RescoringAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Victor Zhong, Luke Zettlemoyer, et al.2019 · 306 citations
- A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot FillingAnnual Meeting of the Association for Computational Linguistics (ACL)Haihong E, Peiqing Niu, Zhongfu Chen, et al.2019 · 302 citations
- Style Transformer: Unpaired Text Style Transfer without Disentangled Latent RepresentationAnnual Meeting of the Association for Computational Linguistics (ACL)Ning Dai, Jianze Liang, Xipeng Qiu, et al.2019 · 300 citations
- Inter-sentence Relation Extraction with Document-level Graph Convolutional Neural NetworkAnnual Meeting of the Association for Computational Linguistics (ACL)Sunil Kumar Sahu, Fenia Christopoulou, Makoto Miwa, et al.2019 · 299 citations
- Bridging the Gap between Training and Inference for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Wen Zhang, Yang Feng, Fandong Meng, et al.2019 · 299 citations
- GEAR: Graph-based Evidence Aggregating and Reasoning for Fact VerificationAnnual Meeting of the Association for Computational Linguistics (ACL)Jie Zhou, Xu Han, Cheng Yang, et al.2019 · 288 citations
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Minghao Hu, Yuxing Peng, Zhen Huang, et al.2019 · 287 citations
- Large-Scale Multi-Label Text Classification on EU LegislationAnnual Meeting of the Association for Computational Linguistics (ACL)Ilias Chalkidis, Emmanouil Fergadiotis, Prodromos Malakasiotis, et al.2019 · 283 citations
- BAM! Born-Again Multi-Task Networks for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Kevin Clark, Minh-Thang Luong, Urvashi Khandelwal, et al.2019 · 279 citations
- Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Ben Bogin, Jonathan Berant, Matt Gardner2019 · 272 citations
- Handling Divergent Reference Texts when Evaluating Table-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Bhuwan Dhingra, Manaal Faruqui, Ankur Parikh, et al.2019 · 267 citations
- Monotonic Infinite Lookback Attention for Simultaneous Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey, et al.2019 · 261 citations
- SUMBT: Slot-Utterance Matching for Universal and Scalable Belief TrackingAnnual Meeting of the Association for Computational Linguistics (ACL)Hwaran Lee, Jinsik Lee, Tae-Yoon Kim2019 · 257 citations
- Sentence Centrality Revisited for Unsupervised SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Hao Zheng, Mirella Lapata2019 · 251 citations
- Personalizing Dialogue Agents via Meta-LearningAnnual Meeting of the Association for Computational Linguistics (ACL)Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, et al.2019 · 246 citations
- Training Neural Machine Translation to Apply Terminology ConstraintsAnnual Meeting of the Association for Computational Linguistics (ACL)Georgiana Dinu, Prashant Mathur, Marcello Federico, et al.2019 · 242 citations
- EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit EditingAnnual Meeting of the Association for Computational Linguistics (ACL)Yue Dong, Zichao Li, Mehdi Rezagholizadeh, et al.2019 · 242 citations
- Classification and Clustering of Arguments with Contextualized Word EmbeddingsAnnual Meeting of the Association for Computational Linguistics (ACL)Nils Reimers, Benjamin Schiller, Tilman Beck, et al.2019 · 239 citations
- Dynamically Fused Graph Network for Multi-hop ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Lin Qiu, Yunxuan Xiao, Yanru Qu, et al.2019 · 237 citations
- BIGPATENT: A Large-Scale Dataset for Abstractive and Coherent SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Eva Sharma, Chen Li, Lu Wang2019 · 235 citations
- MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAnnual Meeting of the Association for Computational Linguistics (ACL)Alon Talmor, Jonathan Berant2019 · 234 citations
- Compositional Questions Do Not Necessitate Multi-hop ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Eric Wallace, Sameer Singh, et al.2019 · 231 citations
- Towards Multimodal Sarcasm Detection (An \textitObviously Perfect Paper)Annual Meeting of the Association for Computational Linguistics (ACL)Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, et al.2019 · 228 citations
- SParC: Cross-Domain Semantic Parsing in ContextAnnual Meeting of the Association for Computational Linguistics (ACL)Tao Yu, Rui Zhang, Michihiro Yasunaga, et al.2019 · 227 citations
- Searching for Effective Neural Extractive Summarization: What Works and What's NextAnnual Meeting of the Association for Computational Linguistics (ACL)Ming Zhong, Pengfei Liu, Danqing Wang, et al.2019 · 225 citations
- Beyond BLEU: Training Neural Machine Translation with Semantic SimilarityAnnual Meeting of the Association for Computational Linguistics (ACL)John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, et al.2019 · 221 citations
- Head-Driven Phrase Structure Grammar Parsing on Penn TreebankAnnual Meeting of the Association for Computational Linguistics (ACL)Junru Zhou, Hai Zhao2019 · 219 citations
- Real-Time Open-Domain Question Answering with Dense-Sparse Phrase IndexAnnual Meeting of the Association for Computational Linguistics (ACL)Minjoon Seo, Jinhyuk Lee, Tom Kwiatkowski, et al.2019 · 216 citations
- OpenKiwi: An Open Source Framework for Quality EstimationAnnual Meeting of the Association for Computational Linguistics (ACL)Fabio Kepler, Jonay Trénous, Marcos Treviso, et al.2019 · 215 citations
- CONAN - COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate SpeechAnnual Meeting of the Association for Computational Linguistics (ACL)Yi-Ling Chung, Elizaveta Kuzmenko, Serra Sinem Tekiroglu, et al.2019 · 209 citations
- Sentence Mover's Similarity: Automatic Evaluation for Multi-Sentence TextsAnnual Meeting of the Association for Computational Linguistics (ACL)Elizabeth Clark, Asli Celikyilmaz, Noah A. Smith2019 · 208 citations
- Proactive Human-Machine Conversation with Explicit Conversation GoalAnnual Meeting of the Association for Computational Linguistics (ACL)Wenquan Wu, Zhen Guo, Xiangyang Zhou, et al.2019 · 206 citations
- Deep Unknown Intent Detection with Margin LossAnnual Meeting of the Association for Computational Linguistics (ACL)Ting-En Lin, Hua Xu2019 · 205 citations
- An Effective Approach to Unsupervised Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Mikel Artetxe, Gorka Labaka, Eneko Agirre2019 · 203 citations
- Predictive Biases in Natural Language Processing Models: A Conceptual Framework and OverviewAnnual Meeting of the Association for Computational Linguistics (ACL)Deven Shah, H. Andrew Schwartz, Dirk Hovy2019 · 202 citations
- Compound Probabilistic Context-Free Grammars for Grammar InductionAnnual Meeting of the Association for Computational Linguistics (ACL)Yoon Kim, Chris Dyer, Alexander Rush2019 · 196 citations
- Unsupervised Question Answering by Cloze TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Patrick Lewis, Ludovic Denoyer, Sebastian Riedel2019 · 192 citations
- Keep Meeting Summaries on Topic: Abstractive Multi-Modal Meeting SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Manling Li, Lingyu Zhang, Heng Ji, et al.2019 · 190 citations
- A Just and Comprehensive Strategy for Using NLP to Address Online AbuseAnnual Meeting of the Association for Computational Linguistics (ACL)David Jurgens, Libby Hemphill, Eshwar Chandrasekharan2019 · 189 citations
- Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense DisambiguationAnnual Meeting of the Association for Computational Linguistics (ACL)Daniel Loureiro, Alípio Jorge2019 · 189 citations
- Data-to-text Generation with Entity ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Ratish Puduppully, Li Dong, Mirella Lapata2019 · 180 citations
- Generalized Data Augmentation for Low-Resource TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Mengzhou Xia, Xiang Kong, Antonios Anastasopoulos, et al.2019 · 177 citations
- Coreference Resolution with Entity EqualizationAnnual Meeting of the Association for Computational Linguistics (ACL)Ben Kantor, Amir Globerson2019 · 176 citations
- Does it Make Sense? And Why? A Pilot Study for Sense Making and ExplanationAnnual Meeting of the Association for Computational Linguistics (ACL)Cunxiang Wang, Shuailong Liang, Yue Zhang, et al.2019 · 174 citations
- Controllable Paraphrase Generation with a Syntactic ExemplarAnnual Meeting of the Association for Computational Linguistics (ACL)Mingda Chen, Qingming Tang, Sam Wiseman, et al.2019 · 173 citations
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