Works of Association for Computational Linguistics
- Unified Pre-training for Program Understanding and GenerationWasi Ahmad, Saikat Chakraborty, Baishakhi Ray, et al.2021 · 746 citations
- ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.2022 · 744 citations
- Integrating Multimodal Information in Large Pretrained TransformersWasifur Rahman, Md Kamrul Hasan, Sangwu Lee, et al.2020 · 742 citations
- Identifying Sarcasm in Twitter: A Closer LookRoberto González-Ibáñez, Smaranda Muresan, Nina Wacholder2011 · 742 citations
- SemEval-2014 Task 9: Sentiment Analysis in TwitterSara Rosenthal, Alan Ritter, Preslav Nakov, et al.2014 · 741 citations
- Multi-News: A Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical ModelAlexander Fabbri, Irene Li, Tianwei She, et al.2019 · 738 citations
- Overview of BioNLP'09 Shared Task on Event ExtractionJin-Dong Kim, Tomoko Ohta, Sampo Pyysalo, et al.2009 · 735 citations
- Dice Loss for Data-imbalanced NLP TasksXiaoya Li, Xiaofei Sun, Yuxian Meng, et al.2020 · 734 citations
- A Novel Cascade Binary Tagging Framework for Relational Triple ExtractionZhepei Wei, Jianlin Su, Yue Wang, et al.2020 · 732 citations
- What's in a translation rule?Michel Galley, Mark Hopkins, Kevin Knight, et al.2004 · 732 citations
- Statistical Decision-Tree Models for ParsingDavid M. Magerman1995 · 732 citations
- Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment ApproachWenpeng Yin, Jamaal Hay, Dan Roth2019 · 731 citations
- IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian LanguagesDivyanshu Kakwani, Anoop Kunchukuttan, Satish Golla, et al.2020 · 730 citations
- A Joint Model of Text and Aspect Ratings for Sentiment SummarizationIvan Titov, Ryan McDonald2008 · 729 citations
- Online Learning of Approximate Dependency Parsing AlgorithmsRyan McDonald, Fernando Pereira2006 · 729 citations
- Adversarial Multi-task Learning for Text ClassificationPengfei Liu, Xipeng Qiu, Xuanjing Huang2017 · 723 citations
- Mitigating Gender Bias in Natural Language Processing: Literature ReviewTony Sun, Andrew Gaut, Shirlyn Tang, et al.2019 · 716 citations
- Explainable Prediction of Medical Codes from Clinical TextJames Mullenbach, Sarah Wiegreffe, Jon Duke, et al.2018 · 715 citations
- Detect Rumors in Microblog Posts Using Propagation Structure via Kernel LearningJing Ma, Wei Gao, Kam-Fai Wong2017 · 713 citations
- Scalable Modified Kneser-Ney Language Model EstimationKenneth Heafield, Ivan Pouzyrevsky, Jonathan H. Clark, et al.2013 · 709 citations
- Fact or Fiction: Verifying Scientific ClaimsDavid Wadden, Shanchuan Lin, Kyle Lo, et al.2020 · 706 citations
- Rumor Detection on Twitter with Tree-structured Recursive Neural NetworksJing Ma, Wei Gao, Kam-Fai Wong2018 · 706 citations
- The stages of event extractionDavid Ahn2006 · 704 citations
- The Web as a Parallel CorpusPhilip Resnik, Noah A. Smith2003 · 703 citations
- Large Language Models in Machine TranslationThorsten Brants, Ashok C. Popat, Peng Xu, et al.2007 · 701 citations
- Transfer Learning in Natural Language ProcessingSebastian Ruder, Matthew E. Peters, Swabha Swayamdipta, et al.2019 · 700 citations
- Machine Reading Tea Leaves: Automatically Evaluating Topic Coherence and Topic Model QualityJey Han Lau, David Newman, Timothy Baldwin2014 · 699 citations
- Factored Translation ModelsPhilipp Koehn, Hieu Hoang2007 · 699 citations
- Entity-Based Cross-Document Coreferencing Using the Vector Space ModelAmit Bagga, Breck Baldwin1998 · 699 citations
- Modeling Relation Paths for Representation Learning of Knowledge BasesYankai Lin, Zhiyuan Liu, Huanbo Luan, et al.2015 · 695 citations
- langid.py: An Off-the-shelf Language Identification ToolMarco Lui, Timothy Baldwin2012 · 695 citations
- Understanding Abuse: A Typology of Abusive Language Detection SubtasksZeerak Waseem, Thomas Davidson, Dana Warmsley, et al.2017 · 694 citations
- Data-Driven Response Generation in Social MediaAlan Ritter, Colin Cherry, William B. Dolan2011 · 692 citations
- Extracting Paraphrases from a Parallel CorpusRegina Barzilay, Kathleen R. McKeown2001 · 691 citations
- SPECTER: Document-level Representation Learning using Citation-informed TransformersArman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 690 citations
- TaBERT: Pretraining for Joint Understanding of Textual and Tabular DataPengcheng Yin, Graham Neubig, Wen-tau Yih, et al.2020 · 690 citations
- Explain Yourself! Leveraging Language Models for Commonsense ReasoningNazneen Fatema Rajani, Bryan McCann, Caiming Xiong, et al.2019 · 690 citations
- CORD-19: The COVID-19 Open Research DatasetLucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar, et al.2020 · 685 citations
- Findings of the 2017 Conference on Machine Translation (WMT17)Ondřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2017 · 685 citations
- Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model SizesCheng-Yu Hsieh, Chun-Liang Li, Chih-kuan Yeh, et al.2023 · 684 citations
- A Class of Submodular Functions for Document SummarizationHui Lin, Jeff Bilmes2011 · 683 citations
- ELI5: Long Form Question AnsweringAngela Fan, Yacine Jernite, Ethan Perez, et al.2019 · 682 citations
- Learning bilingual word embeddings with (almost) no bilingual dataMikel Artetxe, Gorka Labaka, Eneko Agirre2017 · 681 citations
- Semantic Parsing via ParaphrasingJonathan Berant, Percy Liang2014 · 681 citations
- Joint Event Extraction via Structured Prediction with Global FeaturesQi Li, Heng Ji, Liang Huang2013 · 681 citations
- Social Bias Frames: Reasoning about Social and Power Implications of LanguageMaarten Sap, Saadia Gabriel, Lianhui Qin, et al.2020 · 680 citations
- Bilingual Word Embeddings for Phrase-Based Machine TranslationWill Y. Zou, Richard Socher, Daniel Cer, et al.2013 · 680 citations
- Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic RelationsPatrick Pantel, Marco Pennacchiotti2006 · 680 citations
- Globally Normalized Transition-Based Neural NetworksDaniel Andor, Chris Alberti, David Weiss, et al.2016 · 676 citations
- ScispaCy: Fast and Robust Models for Biomedical Natural Language ProcessingMark Neumann, Daniel King, Iz Beltagy, et al.2019 · 674 citations
- Mask-Predict: Parallel Decoding of Conditional Masked Language ModelsMarjan Ghazvininejad, Omer Levy, Yinhan Liu, et al.2019 · 671 citations
- Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base EmbeddingsApoorv Saxena, Aditay Tripathi, Partha Talukdar2020 · 670 citations
- Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple SentencesDaniel Khashabi, Snigdha Chaturvedi, Michael Roth, et al.2018 · 669 citations
- TVQA: Localized, Compositional Video Question AnsweringJie Lei, Licheng Yu, Mohit Bansal, et al.2018 · 669 citations
- Evaluation methods for unsupervised word embeddingsTobias Schnabel, Igor Labutov, David Mimno, et al.2015 · 669 citations
- Cross-lingual Name Tagging and Linking for 282 LanguagesXiaoman Pan, Boliang Zhang, Jonathan May, et al.2017 · 668 citations
- context2vec: Learning Generic Context Embedding with Bidirectional LSTMOren Melamud, Jacob Goldberger, Ido Dagan2016 · 666 citations
- Fast and Robust Neural Network Joint Models for Statistical Machine TranslationJacob Devlin, Rabih Zbib, Zhongqiang Huang, et al.2014 · 666 citations
- Red Teaming Language Models with Language ModelsEthan Perez, Saffron Huang, Francis Song, et al.2022 · 665 citations
- BAE: BERT-based Adversarial Examples for Text ClassificationSiddhant Garg, Goutham Ramakrishnan2020 · 665 citations
- Noun Classification From Predicate-Argument StructuresDonald Hindle1990 · 665 citations
- A Phrase-Based,Joint Probability Model for Statistical Machine TranslationDaniel Marcu, Daniel Wong2002 · 661 citations
- An Improved Error Model for Noisy Channel Spelling CorrectionEric Brill, Robert C. Moore2000 · 661 citations
- Efficient Content-Based Sparse Attention with Routing TransformersAurko Roy, Mohammad Saffar, Ashish Vaswani, et al.2020 · 660 citations
- NRC-Canada: Building the State-of-the-Art in Sentiment Analysis of TweetsSaif Mohammad, Svetlana Kiritchenko, Xiaodan Zhu2013 · 660 citations
- Automatic Identification of Word Translations from Unrelated English and German CorporaReinhard Rapp1999 · 659 citations
- *SEM 2013 shared task: Semantic Textual SimilarityEneko Agirre, Daniel Cer, Mona Diab, et al.2013 · 658 citations
- PARADISE: A Framework for Evaluating Spoken Dialogue AgentsMarilyn A. Walker, Diane J. Litman, Candace A. Kamm, et al.1997 · 657 citations
- Aligning Sentences in Parallel CorporaPeter F. Brown, Jennifer C. Lai, Robert L. Mercer1991 · 657 citations
- Detecting Hate Speech on the World Wide WebWilliam Warner, Julia Hirschberg2012 · 655 citations
- Simple Semi-supervised Dependency ParsingTerry Koo, Xavier Carreras, Michael Collins2008 · 655 citations
- Measures of Distributional SimilarityLillian Lee1999 · 654 citations
- Slot-Gated Modeling for Joint Slot Filling and Intent PredictionChih-Wen Goo, Guang Gao, Yun-Kai Hsu, et al.2018 · 653 citations
- A Neural Approach to Automated Essay ScoringKaveh Taghipour, Hwee Tou Ng2016 · 652 citations
- Alignment by AgreementPercy Liang, Ben Taskar, Dan Klein2006 · 652 citations
- Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence TaggingNils Reimers, Iryna Gurevych2017 · 648 citations
- Open Information Extraction Using WikipediaFei Wu, Daniel S. Weld2010 · 648 citations
- ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation TransferYuanmeng Yan, Rumei Li, Sirui Wang, et al.2021 · 647 citations
- Using Convolutional Neural Networks to Classify Hate-SpeechBjörn Gambäck, Utpal Kumar Sikdar2017 · 647 citations
- Incremental Joint Extraction of Entity Mentions and RelationsQi Li, Heng Ji2014 · 646 citations
- FLAIR: An Easy-to-Use Framework for State-of-the-Art NLPAlan Akbik, Tanja Bergmann, Duncan Blythe, et al.2019 · 645 citations
- Algorithms for Deterministic Incremental Dependency ParsingJoakim Nivre2008 · 643 citations
- Pointing the Unknown WordsCaglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, et al.2016 · 642 citations
- A Centering Approach to PronounsSusan E. Brennan, Marilyn W. Friedman, Carl J. Pollard1987 · 639 citations
- Scalable Inference and Training of Context-Rich Syntactic Translation ModelsMichel Galley, Jonathan Graehl, Kevin Knight, et al.2006 · 638 citations
- A Linear Programming Formulation for Global Inference in Natural Language TasksDan Roth, Wen-tau Yih2004 · 636 citations
- Arabic Tokenization, Part-of-Speech Tagging and Morphological Disambiguation in One Fell SwoopNizar Habash, Owen Rambow2005 · 634 citations
- Discriminating Gender on TwitterJohn D. Burger, John Henderson, George Kim, et al.2011 · 631 citations
- The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple LanguagesJan Hajič, Massimiliano Ciaramita, Richard Johansson, et al.2009 · 631 citations
- Exploring Content Models for Multi-Document SummarizationAria Haghighi, Lucy Vanderwende2009 · 630 citations
- Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and BeyondMikel Artetxe, Holger Schwenk2018 · 627 citations
- Wide-Coverage Efficient Statistical Parsing with CCG and Log-Linear ModelsStephen Clark, James R. Curran2007 · 625 citations
- Sequential Matching Network: A New Architecture for Multi-turn Response Selection in Retrieval-Based ChatbotsYu Wu, Wei Wu, Chen Xing, et al.2017 · 624 citations
- LayoutLMv2: Multi-modal Pre-training for Visually-rich Document UnderstandingYang Xu, Yiheng Xu, Tengchao Lv, et al.2021 · 623 citations
- Efficient Intent Detection with Dual Sentence EncodersIñigo Casanueva, Tadas Temčinas, Daniela Gerz, et al.2020 · 622 citations
- Harnessing Deep Neural Networks with Logic RulesZhiting Hu, Xuezhe Ma, Zhengzhong Liu, et al.2016 · 619 citations
- Scalable Zero-shot Entity Linking with Dense Entity RetrievalLedell Wu, Fabio Petroni, Martin Josifoski, et al.2020 · 618 citations
- Object Hallucination in Image CaptioningAnna Rohrbach, Lisa Anne Hendricks, Kaylee Burns, et al.2018 · 617 citations
- Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasmBjarke Felbo, Alan Mislove, Anders Søgaard, et al.2017 · 617 citations
- Classifying Relations by Ranking with Convolutional Neural NetworksCícero dos Santos, Bing Xiang, Bowen Zhou2015 · 613 citations
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