Works of Association for Computational Linguistics
- An Unsupervised Approach to Recognizing Discourse RelationsDaniel Marcu, Abdessamad Echihabi2002 · 513 citations
- Learning Gender-Neutral Word EmbeddingsJieyu Zhao, Yichao Zhou, Zeyu Li, et al.2018 · 512 citations
- FinQA: A Dataset of Numerical Reasoning over Financial DataZhiyu Chen, Wenhu Chen, Charese Smiley, et al.2021 · 510 citations
- Jointly Multiple Events Extraction via Attention-based Graph Information AggregationXiao Liu, Zhunchen Luo, Heyan Huang2018 · 509 citations
- A Discriminative Graph-Based Parser for the Abstract Meaning RepresentationJeffrey Flanigan, Sam Thomson, Jaime Carbonell, et al.2014 · 508 citations
- A Structured Vector Space Model for Word Meaning in ContextKatrin Erk, Sebastian Padó2008 · 508 citations
- Benchmarking Aggression Identification in Social MediaRitesh Kumar, Atul Kr. Ojha, Shervin Malmasi, et al.2018 · 507 citations
- Empirical Methods for Compound SplittingPhilipp Koehn, Kevin Knight2003 · 507 citations
- Farasa: A Fast and Furious Segmenter for ArabicAhmed Abdelali, Kareem Darwish, Nadir Durrani, et al.2016 · 506 citations
- The LAMBADA dataset: Word prediction requiring a broad discourse contextDenis Paperno, Germán Kruszewski, Angeliki Lazaridou, et al.2016 · 506 citations
- Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared TaskHeeyoung Lee, Yves Peirsman, Angel Chang, et al.2011 · 506 citations
- Improving Statistical Machine Translation Using Word Sense DisambiguationMarine Carpuat, Dekai Wu2007 · 505 citations
- Two/Too Simple Adaptations of Word2Vec for Syntax ProblemsWang Ling, Chris Dyer, Alan W. Black, et al.2015 · 504 citations
- Multilingual Machine Translation with Large Language Models: Empirical Results and AnalysisWenhao Zhu, Hongyi Liu, Qingxiu Dong, et al.2024 · 503 citations
- FLAT: Chinese NER Using Flat-Lattice TransformerXiaonan Li, Hang Yan, Xipeng Qiu, et al.2020 · 503 citations
- Gender Bias in Contextualized Word EmbeddingsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2019 · 503 citations
- ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine TranslationsJohn Wieting, Kevin Gimpel2018 · 503 citations
- What is the Jeopardy Model? A Quasi-Synchronous Grammar for QAMengqiu Wang, Noah A. Smith, Teruko Mitamura2007 · 503 citations
- The Second Release of the RASP SystemTed Briscoe, John Carroll, Rebecca Watson2006 · 503 citations
- Named Entity Recognition without GazetteersAndrei Mikheev, Marc Moens, Claire Grover1999 · 502 citations
- Integrating Multiple Knowledge Sources to Disambiguate Word Sense: An Exemplar-Based ApproachHwee Tou Ng, Hian Beng Lee1996 · 502 citations
- MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based FormalismsAida Amini, Saadia Gabriel, Shanchuan Lin, et al.2019 · 500 citations
- Aspect-Level Sentiment Analysis Via Convolution over Dependency TreeKai Sun, Richong Zhang, Samuel Mensah, et al.2019 · 497 citations
- Shallow Semantic Parsing using Support Vector MachinesSameer S. Pradhan, Wayne H. Ward, Kadri Hacioglu, et al.2004 · 497 citations
- Double Embeddings and CNN-based Sequence Labeling for Aspect ExtractionHu Xu, Bing Liu, Lei Shu, et al.2018 · 494 citations
- Does String-Based Neural MT Learn Source Syntax?Xing Shi, Inkit Padhi, Kevin Knight2016 · 492 citations
- Learning Natural Language Inference with LSTMShuohang Wang, Jing Jiang2016 · 491 citations
- Using Predicate-Argument Structures for Information ExtractionMihai Surdeanu, Sanda Harabagiu, John Williams, et al.2003 · 491 citations
- SemEval-2015 Task 10: Sentiment Analysis in TwitterSara Rosenthal, Preslav Nakov, Svetlana Kiritchenko, et al.2015 · 490 citations
- Multi-Source Transfer of Delexicalized Dependency ParsersRyan McDonald, Slav Petrov, Keith Hall2011 · 490 citations
- Semi-Supervised Sequence Modeling with Cross-View TrainingKevin Clark, Minh-Thang Luong, Christopher D. Manning, et al.2018 · 489 citations
- Multi-Prototype Vector-Space Models of Word MeaningJoseph Reisinger, Raymond J. Mooney2010 · 489 citations
- BERT for Coreference Resolution: Baselines and AnalysisMandar Joshi, Omer Levy, Luke Zettlemoyer, et al.2019 · 488 citations
- BBQ: A hand-built bias benchmark for question answeringAlicia Parrish, Angelica Chen, Nikita Nangia, et al.2022 · 487 citations
- A Convolutional Encoder Model for Neural Machine TranslationJonas Gehring, Michael Auli, David Grangier, et al.2017 · 487 citations
- EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural NetworksMuhammad Abdul-Mageed, Lyle Ungar2017 · 486 citations
- What do Neural Machine Translation Models Learn about Morphology?Yonatan Belinkov, Nadir Durrani, Fahim Dalvi, et al.2017 · 485 citations
- ParlAI: A Dialog Research Software PlatformAlexander Miller, Will Feng, Dhruv Batra, et al.2017 · 483 citations
- Word Sense Disambiguation: A Unified Evaluation Framework and Empirical ComparisonAlessandro Raganato, Jose Camacho-Collados, Roberto Navigli2017 · 483 citations
- Semantic Parsing for Single-Relation Question AnsweringWen-tau Yih, Xiaodong He, Christopher Meek2014 · 483 citations
- Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human AnnotationsPeiyi Wang, Lei Li, Zhihong Shao, et al.2024 · 482 citations
- Learning Multilingual Subjective Language via Cross-Lingual ProjectionsRada Mihalcea, Carmen Banea, Janyce Wiebe2007 · 482 citations
- HateBERT: Retraining BERT for Abusive Language Detection in EnglishTommaso Caselli, Valerio Basile, Jelena Mitrović, et al.2021 · 481 citations
- Named Entity Recognition for Chinese Social Media with Jointly Trained EmbeddingsNanyun Peng, Mark Dredze2015 · 481 citations
- Experiments in Domain Adaptation for Statistical Machine TranslationPhilipp Koehn, Josh Schroeder2007 · 481 citations
- Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionShauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 480 citations
- DeeBERT: Dynamic Early Exiting for Accelerating BERT InferenceJi Xin, Raphael Tang, Jaejun Lee, et al.2020 · 480 citations
- Legal Judgment Prediction via Topological LearningHaoxi Zhong, Zhipeng Guo, Cunchao Tu, et al.2018 · 480 citations
- ToTTo: A Controlled Table-To-Text Generation DatasetAnkur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.2020 · 479 citations
- Enabling Large Language Models to Generate Text with CitationsTianyu Gao, Howard Yen, Jiatong Yu, et al.2023 · 477 citations
- ColBERTv2: Effective and Efficient Retrieval via Lightweight Late InteractionKeshav Santhanam, Omar Khattab, Jon Saad-Falcon, et al.2022 · 477 citations
- Loss in Translation: Learning Bilingual Word Mapping with a Retrieval CriterionArmand Joulin, Piotr Bojanowski, Tomas Mikolov, et al.2018 · 477 citations
- Information Fusion in the Context of Multi-Document SummarizationRegina Barzilay, Kathleen R. McKeown, Michael Elhadad1999 · 477 citations
- Syntax Augmented Machine Translation via Chart ParsingAndreas Zollmann, Ashish Venugopal2006 · 474 citations
- A Maximum Entropy Approach to Identifying Sentence BoundariesJeffrey C. Reynar, Adwait Ratnaparkhi1997 · 474 citations
- Improving Massively Multilingual Neural Machine Translation and Zero-Shot TranslationBiao Zhang, Philip Williams, Ivan Titov, et al.2020 · 472 citations
- Learning Whom to Trust with MACEDirk Hovy, Taylor Berg-Kirkpatrick, Ashish Vaswani, et al.2013 · 472 citations
- A Simple and Effective Hierarchical Phrase Reordering ModelMichel Galley, Christopher D. Manning2008 · 472 citations
- Demographic Dialectal Variation in Social Media: A Case Study of African-American EnglishSu Lin Blodgett, Lisa Green, Brendan O'Connor2016 · 470 citations
- ASTD: Arabic Sentiment Tweets DatasetMahmoud Nabil, Mohamed Aly, Amir Atiya2015 · 470 citations
- The ICSI Meeting Recorder Dialog Act (MRDA) CorpusElizabeth Shriberg, Raj Dhillon, Sonali Bhagat, et al.2004 · 470 citations
- Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character ModelsMinh-Thang Luong, Christopher D. Manning2016 · 469 citations
- What to do about bad language on the internetJacob Eisenstein2013 · 469 citations
- PPT: Pre-trained Prompt Tuning for Few-shot LearningYuxian Gu, Xu Han, Zhiyuan Liu, et al.2022 · 467 citations
- SemEval-2018 Task 3: Irony Detection in English TweetsCynthia Van Hee, Els Lefever, Véronique Hoste2018 · 467 citations
- Controlling Politeness in Neural Machine Translation via Side ConstraintsRico Sennrich, Barry Haddow, Alexandra Birch2016 · 467 citations
- When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?Ye Qi, Devendra Sachan, Matthieu Felix, et al.2018 · 466 citations
- XCOPA: A Multilingual Dataset for Causal Commonsense ReasoningEdoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.2020 · 465 citations
- Reducing Gender Bias in Abusive Language DetectionJi Ho Park, Jamin Shin, Pascale Fung2018 · 464 citations
- Learning Synchronous Grammars for Semantic Parsing with Lambda CalculusYuk Wah Wong, Raymond Mooney2007 · 464 citations
- Word-Sense Disambiguation Using Statistical MethodsPeter F. Brown, Stephen A. Della Pietra, Vincent J. Della Pietra, et al.1991 · 464 citations
- Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information RetrievalXiaodong Liu, Jianfeng Gao, Xiaodong He, et al.2015 · 463 citations
- Hierarchical Transformers for Multi-Document SummarizationYang Liu, Mirella Lapata2019 · 462 citations
- End-to-end learning of semantic role labeling using recurrent neural networksJie Zhou, Wei Xu2015 · 462 citations
- A non-projective dependency parserPasi Tapanainen, Timo Jarvinen1997 · 462 citations
- From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual TransformersAnne Lauscher, Vinit Ravishankar, Ivan Vulić, et al.2020 · 461 citations
- The E2E Dataset: New Challenges For End-to-End GenerationJekaterina Novikova, Ondřej Dušek, Verena Rieser2017 · 461 citations
- Deep Reinforcement Learning for Mention-Ranking Coreference ModelsKevin Clark, Christopher D. Manning2016 · 461 citations
- Findings of the 2015 Workshop on Statistical Machine TranslationOndřej Bojar, Rajen Chatterjee, Christian Federmann, et al.2015 · 461 citations
- Automatic Evaluation of Translation Quality for Distant Language PairsHideki Isozaki, Tsutomu Hirao, Kevin Duh, et al.2010 · 461 citations
- Pseudo-Projective Dependency ParsingJoakim Nivre, Jens Nilsson2005 · 461 citations
- Distributional Semantics in TechnicolorElia Bruni, Gemma Boleda, Marco Baroni, et al.2012 · 459 citations
- SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific ArticlesSu Nam Kim, Olena Medelyan, Min-Yen Kan, et al.2010 · 459 citations
- Are All Languages Created Equal in Multilingual BERT?Shijie Wu, Mark Dredze2020 · 458 citations
- Graph-to-Sequence Learning using Gated Graph Neural NetworksDaniel Beck, Gholamreza Haffari, Trevor Cohn2018 · 456 citations
- Emergent: a novel data-set for stance classificationWilliam Ferreira, Andreas Vlachos2016 · 456 citations
- Learning Semantic Correspondences with Less SupervisionPercy Liang, Michael Jordan, Dan Klein2009 · 455 citations
- Discourse Segmentation of Multi-Party ConversationMichel Galley, Kathleen R. McKeown, Eric Fosler-Lussier, et al.2003 · 455 citations
- Exploring Pre-trained Language Models for Event Extraction and GenerationSen Yang, Dawei Feng, Linbo Qiao, et al.2019 · 454 citations
- Tree-to-String Alignment Template for Statistical Machine TranslationYang Liu, Qun Liu, Shouxun Lin2006 · 454 citations
- Deep Keyphrase GenerationRui Meng, Sanqiang Zhao, Shuguang Han, et al.2017 · 453 citations
- Bilingual Word Representations with Monolingual Quality in MindThang Luong, Hieu Pham, Christopher D. Manning2015 · 453 citations
- LinkBERT: Pretraining Language Models with Document LinksMichihiro Yasunaga, Jure Leskovec, Percy Liang2022 · 452 citations
- Forest Rescoring: Faster Decoding with Integrated Language ModelsLiang Huang, David Chiang2007 · 452 citations
- Agenda-Based User Simulation for Bootstrapping a POMDP Dialogue SystemJost Schatzmann, Blaise Thomson, Karl Weilhammer, et al.2007 · 452 citations
- Monolingual Machine Translation for Paraphrase GenerationChris Quirk, Chris Brockett, William Dolan2004 · 452 citations
- ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-trainingWeizhen Qi, Yu Yan, Yeyun Gong, et al.2020 · 451 citations
- Meta-Learning for Low-Resource Neural Machine TranslationJiatao Gu, Yong Wang, Yun Chen, et al.2018 · 451 citations
- Multi-Modal Sarcasm Detection in Twitter with Hierarchical Fusion ModelYitao Cai, Huiyu Cai, Xiaojun Wan2019 · 450 citations
- OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific ProblemsChaoqun He, Renjie Luo, Yuzhuo Bai, et al.2024 · 448 citations
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