Works of Association for Computational Linguistics
- An Analysis of Encoder Representations in Transformer-Based Machine TranslationAlessandro Raganato, Jörg Tiedemann2018 · 366 citations
- Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic CoherenceFederico Bianchi, Silvia Terragni, Dirk Hovy2021 · 365 citations
- Attention-based Recurrent Convolutional Neural Network for Automatic Essay ScoringFei Dong, Yue Zhang, Jie Yang2017 · 365 citations
- Name Tagging with Word Clusters and Discriminative TrainingScott Miller, Jethran Guinness, Alex Zamanian2004 · 365 citations
- The “Problem” of Human Label Variation: On Ground Truth in Data, Modeling and EvaluationBarbara Plank2022 · 364 citations
- Annotators with Attitudes: How Annotator Beliefs And Identities Bias Toxic Language DetectionMaarten Sap, Swabha Swayamdipta, Laura Vianna, et al.2022 · 364 citations
- Latent Hatred: A Benchmark for Understanding Implicit Hate SpeechMai ElSherief, Caleb Ziems, David Muchlinski, et al.2021 · 364 citations
- GlossBERT: BERT for Word Sense Disambiguation with Gloss KnowledgeLuyao Huang, Chi Sun, Xipeng Qiu, et al.2019 · 364 citations
- A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency ParsingBernd Bohnet, Joakim Nivre2012 · 364 citations
- Combining Language and Vision with a Multimodal Skip-gram ModelAngeliki Lazaridou, Nghia The Pham, Marco Baroni2015 · 362 citations
- The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–EnglishFrancisco Guzmán, Peng-Jen Chen, Myle Ott, et al.2019 · 361 citations
- Adaptive Attention Span in TransformersSainbayar Sukhbaatar, Edouard Grave, Piotr Bojanowski, et al.2019 · 361 citations
- How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular BenchmarksDivyansh Kaushik, Zachary C. Lipton2018 · 361 citations
- Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text ClassificationShengding Hu, Ning Ding, Huadong Wang, et al.2022 · 360 citations
- TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueChien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 360 citations
- Maximum Entropy Based Phrase Reordering Model for Statistical Machine TranslationDeyi Xiong, Qun Liu, Shouxun Lin2006 · 360 citations
- Adversarial Training for Unsupervised Bilingual Lexicon InductionMeng Zhang, Yang Liu, Huanbo Luan, et al.2017 · 359 citations
- The Media Frames Corpus: Annotations of Frames Across IssuesDallas Card, Amber E. Boydstun, Justin H. Gross, et al.2015 · 359 citations
- Analyzing the Behavior of Visual Question Answering ModelsAishwarya Agrawal, Dhruv Batra, Devi Parikh2016 · 358 citations
- A Unified Model for Word Sense Representation and DisambiguationXinxiong Chen, Zhiyuan Liu, Maosong Sun2014 · 358 citations
- Experiments with a Higher-Order Projective Dependency ParserXavier Carreras2007 · 358 citations
- Arabic Preprocessing Schemes for Statistical Machine TranslationNizar Habash, Fatiha Sadat2006 · 358 citations
- BRIO: Bringing Order to Abstractive SummarizationYixin Liu, Pengfei Liu, Dragomir Radev, et al.2022 · 357 citations
- HotFlip: White-Box Adversarial Examples for Text ClassificationJavid Ebrahimi, Anyi Rao, Daniel Lowd, et al.2018 · 357 citations
- Adversarial Removal of Demographic Attributes from Text DataYanai Elazar, Yoav Goldberg2018 · 357 citations
- Question Answering on Freebase via Relation Extraction and Textual EvidenceKun Xu, Siva Reddy, Yansong Feng, et al.2016 · 357 citations
- Non-Projective Dependency Parsing in Expected Linear TimeJoakim Nivre2009 · 357 citations
- Robust Pronoun Resolution with Limited KnowledgeRuslan Mitkov1998 · 357 citations
- Unnatural Instructions: Tuning Language Models with (Almost) No Human LaborOr Honovich, Thomas Scialom, Omer Levy, et al.2023 · 356 citations
- XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and GenerationYaobo Liang, Nan Duan, Yeyun Gong, et al.2020 · 356 citations
- Multilingual Constituency Parsing with Self-Attention and Pre-TrainingNikita Kitaev, Steven Cao, Dan Klein2019 · 356 citations
- Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary SentenceChi Sun, Luyao Huang, Xipeng Qiu2019 · 356 citations
- Universal Neural Machine Translation for Extremely Low Resource LanguagesJiatao Gu, Hany Hassan, Jacob Devlin, et al.2018 · 356 citations
- Parameter-Efficient Transfer Learning with Diff PruningDemi Guo, Alexander Rush, Yoon Kim2021 · 355 citations
- Synthetic QA Corpora Generation with Roundtrip ConsistencyChris Alberti, Daniel Andor, Emily Pitler, et al.2019 · 355 citations
- Edinburgh Neural Machine Translation Systems for WMT 16Rico Sennrich, Barry Haddow, Alexandra Birch2016 · 355 citations
- Integrating Graph-Based and Transition-Based Dependency ParsersJoakim Nivre, Ryan McDonald2008 · 354 citations
- Probabilistic Text Structuring: Experiments with Sentence OrderingMirella Lapata2003 · 354 citations
- Characterizing Structural Descriptions Produced by Various Grammatical FormalismsK. Vijay-Shanker, David J. Weir, Aravind K. Joshi1987 · 354 citations
- Query2doc: Query Expansion with Large Language ModelsLiang Wang, Nan Yang, Furu Wei2023 · 353 citations
- QuestEval: Summarization Asks for Fact-based EvaluationThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2021 · 353 citations
- Exploring Neural Text Simplification ModelsSergiu Nisioi, Sanja Štajner, Simone Paolo Ponzetto, et al.2017 · 353 citations
- Learning Non-Isomorphic Tree Mappings for Machine TranslationJason Eisner2003 · 353 citations
- Towards Mitigating LLM Hallucination via Self ReflectionZiwei Ji, Tiezheng Yu, Yan Xu, et al.2023 · 352 citations
- Understanding the Value of Features for Coreference ResolutionEric Bengtson, Dan Roth2008 · 352 citations
- Bayesian Inference for PCFGs via Markov Chain Monte CarloMark Johnson, Thomas Griffiths, Sharon Goldwater2007 · 352 citations
- Using “Annotator Rationales” to Improve Machine Learning for Text CategorizationOmar Zaidan, Jason Eisner, Christine Piatko2007 · 352 citations
- Reranking and Self-Training for Parser AdaptationDavid McClosky, Eugene Charniak, Mark Johnson2006 · 352 citations
- RARR: Researching and Revising What Language Models Say, Using Language ModelsLuyu Gao, Zhuyun Dai, Panupong Pasupat, et al.2023 · 351 citations
- A Shared Task on Multimodal Machine Translation and Crosslingual Image DescriptionLucia Specia, Stella Frank, Khalil Sima'an, et al.2016 · 351 citations
- FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona Diab2020 · 350 citations
- Improving Text-to-SQL Evaluation MethodologyCatherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, et al.2018 · 350 citations
- Zero-Resource Translation with Multi-Lingual Neural Machine TranslationOrhan Firat, Baskaran Sankaran, Yaser Al-onaizan, et al.2016 · 350 citations
- Fracking Sarcasm using Neural NetworkAniruddha Ghosh, Tony Veale2016 · 350 citations
- Internet-Augmented Dialogue GenerationMojtaba Komeili, Kurt Shuster, Jason Weston2022 · 349 citations
- STACL: Simultaneous Translation with Implicit Anticipation and Controllable Latency using Prefix-to-Prefix FrameworkMingbo Ma, Liang Huang, Hao Xiong, et al.2019 · 349 citations
- Modelling Context with User Embeddings for Sarcasm Detection in Social MediaSilvio Amir, Byron C. Wallace, Hao Lyu, et al.2016 · 349 citations
- What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentHongyuan Mei, Mohit Bansal, Matthew R. Walter2016 · 349 citations
- Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit Iyyer2020 · 348 citations
- An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment AnalysisRuidan He, Wee Sun Lee, Hwee Tou Ng, et al.2019 · 348 citations
- Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsEric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 348 citations
- SensEmbed: Learning Sense Embeddings for Word and Relational SimilarityIgnacio Iacobacci, Mohammad Taher Pilehvar, Roberto Navigli2015 · 348 citations
- Towards End-to-End Reinforcement Learning of Dialogue Agents for Information AccessBhuwan Dhingra, Lihong Li, Xiujun Li, et al.2017 · 347 citations
- SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational AbilitiesDong Zhang, Shimin Li, Xin Zhang, et al.2023 · 346 citations
- Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared TaskTimothy Dozat, Peng Qi, Christopher D. Manning2017 · 346 citations
- Graph-based Neural Multi-Document SummarizationMichihiro Yasunaga, Rui Zhang, Kshitijh Meelu, et al.2017 · 346 citations
- Exploiting Semantic Role Labeling, WordNet and Wikipedia for Coreference ResolutionSimone Paolo Ponzetto, Michael Strube2006 · 346 citations
- Faithful Chain-of-Thought ReasoningQing Lyu, Shreya Havaldar, Adam Stein, et al.2023 · 345 citations
- Unsupervised Semantic ParsingHoifung Poon, Pedro Domingos2009 · 345 citations
- A Generative Constituent-Context Model for Improved Grammar InductionDan Klein, Christopher D. Manning2002 · 345 citations
- Toxicity in chatgpt: Analyzing persona-assigned language modelsAmeet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, et al.2023 · 344 citations
- Directed Acyclic Graph Network for Conversational Emotion RecognitionWeizhou Shen, Siyue Wu, Yunyi Yang, et al.2021 · 344 citations
- Visual StorytellingTing-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 344 citations
- Representation Learning for Text-level Discourse ParsingYangfeng Ji, Jacob Eisenstein2014 · 344 citations
- Symbolic Knowledge Distillation: from General Language Models to Commonsense ModelsPeter West, Chandra Bhagavatula, Jack Hessel, et al.2022 · 343 citations
- Lessons from Natural Language Inference in the Clinical DomainAlexey Romanov, Chaitanya Shivade2018 · 343 citations
- Teaching Small Language Models to ReasonLucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, et al.2023 · 340 citations
- SimCLS: A Simple Framework for Contrastive Learning of Abstractive SummarizationYixin Liu, Pengfei Liu2021 · 340 citations
- Deep Learning for Chinese Word Segmentation and POS TaggingXiaoqing Zheng, Hanyang Chen, Tianyu Xu2013 · 340 citations
- Cross-lingual Word Clusters for Direct Transfer of Linguistic StructureOscar Täckström, Ryan McDonald, Jakob Uszkoreit2012 · 340 citations
- Information-Theoretic Probing with Minimum Description LengthElena Voita, Ivan Titov2020 · 339 citations
- Generating Natural Questions About an ImageNasrin Mostafazadeh, Ishan Misra, Jacob Devlin, et al.2016 · 339 citations
- Parsing English with a Link GrammarDaniel D. Sleator, Davy Temperley1993 · 339 citations
- Word-level Textual Adversarial Attacking as Combinatorial OptimizationYuan Zang, Fanchao Qi, Chenghao Yang, et al.2020 · 338 citations
- Sentence Compression by Deletion with LSTMsKatja Filippova, Enrique Alfonseca, Carlos A. Colmenares, et al.2015 · 337 citations
- Toward Abstractive Summarization Using Semantic RepresentationsFei Liu, Jeffrey Flanigan, Sam Thomson, et al.2015 · 337 citations
- Certified Robustness to Adversarial Word SubstitutionsRobin Jia, Aditi Raghunathan, Kerem Göksel, et al.2019 · 336 citations
- The Creation and Analysis of a Website Privacy Policy CorpusShomir Wilson, Florian Schaub, Aswarth Abhilash Dara, et al.2016 · 336 citations
- A Tale of Two Parsers: Investigating and Combining Graph-based and Transition-based Dependency ParsingYue Zhang, Stephen Clark2008 · 336 citations
- MBT: A Memory-Based Part of Speech Tagger-GeneratorWalter Daelemans, Jakub Zavrel, Peter Berck, et al.1996 · 336 citations
- LLMLingua: Compressing Prompts for Accelerated Inference of Large Language ModelsHuiqiang Jiang, Qianhui Wu, Chin-Yew Lin, et al.2023 · 335 citations
- MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking BaselinesXiaoxue Zang, Abhinav Rastogi, Srinivas Sunkara, et al.2020 · 335 citations
- SemEval-2019 Task 4: Hyperpartisan News DetectionJohannes Kiesel, Maria Mestre, Rishabh Shukla, et al.2019 · 335 citations
- A Unified Model for Extractive and Abstractive Summarization using Inconsistency LossWan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee, et al.2018 · 335 citations
- Few-NERD: A Few-shot Named Entity Recognition DatasetNing Ding, Guangwei Xu, Yulin Chen, et al.2021 · 334 citations
- Efficient Attentions for Long Document SummarizationLuyang Huang, Shuyang Cao, Nikolaus Parulian, et al.2021 · 334 citations
- Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERTAkshay Smit, Saahil Jain, Pranav Rajpurkar, et al.2020 · 334 citations
- Predicting Factuality of Reporting and Bias of News Media SourcesRamy Baly, Georgi Karadzhov, Dimitar Alexandrov, et al.2018 · 334 citations
- Training Millions of Personalized Dialogue AgentsPierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison, et al.2018 · 334 citations
- Learning to Simplify Sentences with Quasi-Synchronous Grammar and Integer ProgrammingKristian Woodsend, Mirella Lapata2011 · 334 citations
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