Works of Association for Computational Linguistics
- Sentiment Analysis of Twitter DataApoorv Agarwal, Boyi Xie, Ilia Vovsha, et al.2011 · 1,457 citations
- Named Entity Recognition in Tweets: An Experimental StudyAlan Ritter, Sam Clark, Mausam, et al.2011 · 1,451 citations
- GLM: General Language Model Pretraining with Autoregressive Blank InfillingZhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,449 citations
- SemEval-2015 Task 12: Aspect Based Sentiment AnalysisMaria Pontiki, Dimitris Galanis, Haris Papageorgiou, et al.2015 · 1,446 citations
- Sequence-Level Knowledge DistillationYoon Kim, Alexander M. Rush2016 · 1,440 citations
- CoNLL-X Shared Task on Multilingual Dependency ParsingSabine Buchholz, Erwin Marsi2006 · 1,426 citations
- Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?Sewon Min, Xinxi Lyu, Ari Holtzman, et al.2022 · 1,423 citations
- Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained AspectsJianmo Ni, Jiacheng Li, Julian McAuley2019 · 1,421 citations
- Semi-Supervised Recursive Autoencoders for Predicting Sentiment DistributionsRichard Socher, Jeffrey Pennington, Eric H. Huang, et al.2011 · 1,411 citations
- Contextual String Embeddings for Sequence LabelingAlan Akbik, Duncan Blythe, Roland Vollgraf2018 · 1,390 citations
- NLTK: The Natural Language ToolkitSteven Bird2006 · 1,372 citations
- Climbing towards NLU: On Meaning, Form, and Understanding in the Age of DataEmily M. Bender, Alexander Koller2020 · 1,371 citations
- brat: a Web-based Tool for NLP-Assisted Text AnnotationPontus Stenetorp, Sampo Pyysalo, Goran Topić, et al.2012 · 1,368 citations
- Improving Word Representations via Global Context and Multiple Word PrototypesEric Huang, Richard Socher, Christopher Manning, et al.2012 · 1,349 citations
- Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationDuyu Tang, Furu Wei, Nan Yang, et al.2014 · 1,341 citations
- Optimizing Semantic Coherence in Topic ModelsDavid Mimno, Hanna Wallach, Edmund Talley, et al.2011 · 1,334 citations
- Coarse-to-Fine n-Best Parsing and MaxEnt Discriminative RerankingEugene Charniak, Mark Johnson2005 · 1,312 citations
- SemEval-2019 Task 5: Multilingual Detection of Hate Speech Against Immigrants and Women in TwitterValerio Basile, Cristina Bosco, Elisabetta Fersini, et al.2019 · 1,311 citations
- Long Short-Term Memory-Networks for Machine ReadingJianpeng Cheng, Li Dong, Mirella Lapata2016 · 1,300 citations
- BoolQ: Exploring the Surprising Difficulty of Natural Yes/No QuestionsChristopher Clark, Kenton Lee, Ming-Wei Chang, et al.2019 · 1,299 citations
- COMET: Commonsense Transformers for Automatic Knowledge Graph ConstructionAntoine Bosselut, Hannah Rashkin, Maarten Sap, et al.2019 · 1,282 citations
- V-Measure: A Conditional Entropy-Based External Cluster Evaluation MeasureAndrew Rosenberg, Julia Hirschberg2007 · 1,279 citations
- RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language ModelsSamuel Gehman, Suchin Gururangan, Maarten Sap, et al.2020 · 1,277 citations
- End-to-end Neural Coreference ResolutionKenton Lee, Luheng He, Mike Lewis, et al.2017 · 1,277 citations
- ReferItGame: Referring to Objects in Photographs of Natural ScenesSahar Kazemzadeh, Vicente Ordonez, Mark Matten, et al.2014 · 1,276 citations
- Diachronic Word Embeddings Reveal Statistical Laws of Semantic ChangeWilliam L. Hamilton, Jure Leskovec, Dan Jurafsky2016 · 1,270 citations
- Non-Projective Dependency Parsing using Spanning Tree AlgorithmsRyan McDonald, Fernando Pereira, Kiril Ribarov, et al.2005 · 1,258 citations
- Neural Responding Machine for Short-Text ConversationLifeng Shang, Zhengdong Lu, Hang Li2015 · 1,242 citations
- Learning Accurate, Compact, and Interpretable Tree AnnotationSlav Petrov, Leon Barrett, Romain Thibaux, et al.2006 · 1,242 citations
- What Makes Good In-Context Examples for GPT-3?Jiachang Liu, Dinghan Shen, Yizhe Zhang, et al.2022 · 1,235 citations
- Latent Retrieval for Weakly Supervised Open Domain Question AnsweringKenton Lee, Ming-Wei Chang, Kristina Toutanova2019 · 1,234 citations
- A Structural Probe for Finding Syntax in Word RepresentationsJohn Hewitt, Christopher D. Manning2019 · 1,228 citations
- Online Large-Margin Training of Dependency ParsersRyan McDonald, Koby Crammer, Fernando Pereira2005 · 1,212 citations
- Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment ClassificationLi Dong, Furu Wei, Chuanqi Tan, et al.2014 · 1,211 citations
- An Empirical Study of Smoothing Techniques for Language ModelingStanley F. Chen, Joshua Goodman1996 · 1,209 citations
- Recipes for Building an Open-Domain ChatbotStephen Roller, Emily Dinan, Naman Goyal, et al.2021 · 1,206 citations
- SemEval-2016 Task 6: Detecting Stance in TweetsSaif Mohammad, Svetlana Kiritchenko, Parinaz Sobhani, et al.2016 · 1,196 citations
- Attention is not not ExplanationSarah Wiegreffe, Yuval Pinter2019 · 1,192 citations
- Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue SystemsTsung-Hsien Wen, Milica Gašić, Nikola Mrkšić, et al.2015 · 1,192 citations
- Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order SensitivityYao Lu, Max Bartolo, Alastair Moore, et al.2022 · 1,187 citations
- Aspect Level Sentiment Classification with Deep Memory NetworkDuyu Tang, Bing Qin, Ting Liu2016 · 1,187 citations
- Gender Bias in Coreference Resolution: Evaluation and Debiasing MethodsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2018 · 1,186 citations
- A Stochastic Parts Program and Noun Phrase Parser for Unrestricted TextKenneth Ward Church1988 · 1,178 citations
- Efficient Low-rank Multimodal Fusion With Modality-Specific FactorsZhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, et al.2018 · 1,174 citations
- A Shortest Path Dependency Kernel for Relation ExtractionRazvan Bunescu, Raymond Mooney2005 · 1,173 citations
- Event Extraction via Dynamic Multi-Pooling Convolutional Neural NetworksYubo Chen, Liheng Xu, Kang Liu, et al.2015 · 1,170 citations
- On the Cross-lingual Transferability of Monolingual RepresentationsMikel Artetxe, Sebastian Ruder, Dani Yogatama2020 · 1,168 citations
- Distributional Clustering of English WordsFernando Pereira, Naftali Tishby, Lillian Lee1993 · 1,160 citations
- SemEval-2017 Task 4: Sentiment Analysis in TwitterSara Rosenthal, Noura Farra, Preslav Nakov2017 · 1,159 citations
- PubMedQA: A Dataset for Biomedical Research Question AnsweringQiao Jin, Bhuwan Dhingra, Zhengping Liu, et al.2019 · 1,152 citations
- The Risk of Racial Bias in Hate Speech DetectionMaarten Sap, Dallas Card, Saadia Gabriel, et al.2019 · 1,148 citations
- StereoSet: Measuring stereotypical bias in pretrained language modelsMoin Nadeem, Anna Bethke, Siva Reddy2021 · 1,131 citations
- It's Not Just Size That Matters: Small Language Models Are Also Few-Shot LearnersTimo Schick, Hinrich Schütze2021 · 1,118 citations
- WikiQA: A Challenge Dataset for Open-Domain Question AnsweringYi Yang, Wen-tau Yih, Christopher Meek2015 · 1,117 citations
- A Study on Similarity and Relatedness Using Distributional and WordNet-based ApproachesEneko Agirre, Enrique Alfonseca, Keith Hall, et al.2009 · 1,117 citations
- Baselines and Bigrams: Simple, Good Sentiment and Topic ClassificationSida Wang, Christopher Manning2012 · 1,116 citations
- Predicting the Type and Target of Offensive Posts in Social MediaMarcos Zampieri, Shervin Malmasi, Preslav Nakov, et al.2019 · 1,113 citations
- Recurrent Attention Network on Memory for Aspect Sentiment AnalysisPeng Chen, Zhongqian Sun, Lidong Bing, et al.2017 · 1,113 citations
- Very Deep Convolutional Networks for Text ClassificationAlexis Conneau, Holger Schwenk, Loïc Barrault, et al.2017 · 1,110 citations
- SemEval-2012 Task 6: A Pilot on Semantic Textual SimilarityEneko Agirre, Daniel Cer, Mona Diab, et al.2012 · 1,107 citations
- Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve ThemMirac Suzgun, Nathan Scales, Nathanael Schärli, et al.2023 · 1,094 citations
- SemEval-2018 Task 1: Affect in TweetsSaif Mohammad, Felipe Bravo-Marquez, Mohammad Salameh, et al.2018 · 1,092 citations
- NewsQA: A Machine Comprehension DatasetAdam Trischler, Tong Wang, Xingdi Yuan, et al.2017 · 1,088 citations
- Abstractive Sentence Summarization with Attentive Recurrent Neural NetworksSumit Chopra, Michael Auli, Alexander M. Rush2016 · 1,085 citations
- Enriching the Knowledge Sources Used in a Maximum Entropy Part-of-Speech TaggerKristina Toutanova, Christopher D. Manning2000 · 1,082 citations
- SemEval-2016 Task 4: Sentiment Analysis in TwitterPreslav Nakov, Alan Ritter, Sara Rosenthal, et al.2016 · 1,081 citations
- Bias and Fairness in Large Language Models: A SurveyIsabel O. Gallegos, Ryan A. Rossi, Joe Barrow, et al.2023 · 1,072 citations
- Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-CheckingHannah Rashkin, Eunsol Choi, Jin Yea Jang, et al.2017 · 1,072 citations
- Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking DatasetsYifan Peng, Shankai Yan, Zhiyong Lu2019 · 1,070 citations
- CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotesSameer Pradhan, Alessandro Moschitti, Nianwen Xue, et al.2012 · 1,064 citations
- QuAC: Question Answering in ContextEunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,057 citations
- Quantifying Attention Flow in TransformersSamira Abnar, Willem Zuidema2020 · 1,049 citations
- Graph Convolution over Pruned Dependency Trees Improves Relation ExtractionYuhao Zhang, Peng Qi, Christopher D. Manning2018 · 1,046 citations
- Three Generative, Lexicalised Models for Statistical ParsingMichael Collins1997 · 1,045 citations
- Adversarial Learning for Neural Dialogue GenerationJiwei Li, Will Monroe, Tianlin Shi, et al.2017 · 1,044 citations
- Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level ConstraintsJieyu Zhao, Tianlu Wang, Mark Yatskar, et al.2017 · 1,030 citations
- What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic propertiesAlexis Conneau, German Kruszewski, Guillaume Lample, et al.2018 · 1,021 citations
- Context-Dependent Sentiment Analysis in User-Generated VideosSoujanya Poria, Erik Cambria, Devamanyu Hazarika, et al.2017 · 1,019 citations
- A Syntax-based Statistical Translation ModelKenji Yamada, Kevin Knight2001 · 1,018 citations
- Better Word Representations with Recursive Neural Networks for MorphologyThang Luong, Richard Socher, Christopher Manning2013 · 1,017 citations
- P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and TasksXiao Liu, Kaixuan Ji, Yicheng Fu, et al.2022 · 1,013 citations
- GQA: Training Generalized Multi-Query Transformer Models from Multi-Head CheckpointsJoshua Ainslie, James Lee-Thorp, Michiel de Jong, et al.2023 · 1,012 citations
- Linguistic Knowledge and Transferability of Contextual RepresentationsNelson F. Liu, Matt Gardner, Yonatan Belinkov, et al.2019 · 1,011 citations
- The CoNLL 2007 Shared Task on Dependency ParsingJoakim Nivre, Johan Hall, Sandra Kübler, et al.2007 · 1,010 citations
- Introduction to the Special Issue on the Web as CorpusAdam Kilgarriff, Gregory Grefenstette2003 · 1,007 citations
- Emotions Evoked by Common Words and Phrases: Using Mechanical Turk to Create an Emotion LexiconSaif Mohammad, Peter Turney2010 · 1,005 citations
- Neural Summarization by Extracting Sentences and WordsJianpeng Cheng, Mirella Lapata2016 · 1,000 citations
- On Using Very Large Target Vocabulary for Neural Machine TranslationSébastien Jean, Kyunghyun Cho, Roland Memisevic, et al.2015 · 999 citations
- Attention is not ExplanationSarthak Jain, Byron C. Wallace2019 · 997 citations
- Chinese NER Using Lattice LSTMYue Zhang, Jie Yang2018 · 990 citations
- Discriminative Reranking for Natural Language ParsingMichael Collins, Terry Koo2000 · 988 citations
- Evaluating Object Hallucination in Large Vision-Language ModelsYifan Li, Yifan Du, Kun Zhou, et al.2023 · 986 citations
- Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational AutoencodersTiancheng Zhao, Ran Zhao, Maxine Eskenazi2017 · 986 citations
- Using Encyclopedic Knowledge for Named entity DisambiguationRazvan Bunescu, Marius Paşca2006 · 978 citations
- FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationSewon Min, Kalpesh Krishna, Xinxi Lyu, et al.2023 · 970 citations
- Learning surface text patterns for a Question Answering SystemDeepak Ravichandran, Eduard Hovy2002 · 970 citations
- PPDB: The Paraphrase DatabaseJuri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch2013 · 964 citations
- Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsYue Zhang, Yafu Li, Leyang Cui, et al.2023 · 962 citations
- Effective Use of Word Order for Text Categorization with Convolutional Neural NetworksRie Johnson, Tong Zhang2015 · 956 citations
- A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural NetworkDai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, et al.2018 · 944 citations
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