Works of United States
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- Revisiting Few-sample BERT Fine-tuningTianyi Zhang, Felix Wu, Arzoo Katiyar, et al.2020 · 362 citations
- How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular BenchmarksDivyansh Kaushik, Zachary C. Lipton2018 · 361 citations
- TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueChien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 361 citations
- Analyzing the Behavior of Visual Question Answering ModelsAishwarya Agrawal, Dhruv Batra, Devi Parikh2016 · 360 citations
- Scaling Semantic Parsers with On-the-Fly Ontology MatchingTom Kwiatkowski, Eunsol Choi, Yoav Artzi, et al.2013 · 360 citations
- Visual Attention Model for Name Tagging in Multimodal Social MediaDi Lu, Leonardo Neves, Vitor Carvalho, et al.2018 · 360 citations
- Tracking Point of View in NarrativeJanyce M. Wiebe1994 · 360 citations
- The Media Frames Corpus: Annotations of Frames Across IssuesDallas Card, Amber E. Boydstun, Justin H. Gross, et al.2015 · 359 citations
- Arabic Preprocessing Schemes for Statistical Machine TranslationNizar Habash, Fatiha Sadat2006 · 359 citations
- Datasets: A Community Library for Natural Language ProcessingQuentin Lhoest, Albert Villanova del Moral, Yacine Jernite, et al.2021 · 359 citations
- Experiments with a Higher-Order Projective Dependency ParserXavier Carreras2007 · 358 citations
- Universal Neural Machine Translation for Extremely Low Resource LanguagesJiatao Gu, Hany Hassan, Jacob Devlin, et al.2018 · 358 citations
- BRIO: Bringing Order to Abstractive SummarizationYixin Liu, Pengfei Liu, Dragomir Radev, et al.2022 · 358 citations
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4Subhabrata Mukherjee, Arindam Mitra, Ganesh Jawahar, et al.2023 · 358 citations
- Mind the GAP: A Balanced Corpus of Gendered Ambiguous PronounsKellie Webster, Marta Recasens, Vera Axelrod, et al.2018 · 358 citations
- Adversarial Removal of Demographic Attributes from Text DataYanai Elazar, Yoav Goldberg2018 · 357 citations
- Parameter-Efficient Transfer Learning with Diff PruningDemi Guo, Alexander Rush, Yoon Kim2021 · 357 citations
- Multilingual Constituency Parsing with Self-Attention and Pre-TrainingNikita Kitaev, Steven Cao, Dan Klein2019 · 356 citations
- CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEBHolger Schwenk, Guillaume Wenzek, Sergey Edunov, et al.2019 · 356 citations
- Synthetic QA Corpora Generation with Roundtrip ConsistencyChris Alberti, Daniel Andor, Emily Pitler, et al.2019 · 355 citations
- Averaging Weights Leads to Wider Optima and Better GeneralizationPavel Izmailov, Dmitrii Podoprikhin, Timur Garipov, et al.2018 · 355 citations
- Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and InferenceBenjamin Warner, Antoine Chaffin, Benjamin Clavié, et al.2024 · 355 citations
- Learning Non-Isomorphic Tree Mappings for Machine TranslationJason Eisner2003 · 354 citations
- Integrating Graph-Based and Transition-Based Dependency ParsersJoakim Nivre, Ryan McDonald2008 · 354 citations
- Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated FeedbackBaolin Peng, Michel Galley, Pengcheng He, et al.2023 · 354 citations
- QuestEval: Summarization Asks for Fact-based EvaluationThomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, et al.2021 · 354 citations
- Characterizing Structural Descriptions Produced by Various Grammatical FormalismsK. Vijay-Shanker, David J. Weir, Aravind K. Joshi1987 · 354 citations
- ViperGPT: Visual Inference via Python Execution for ReasoningDidac Suris, Sachit Menon, Carl Vondrick2023 · 354 citations
- Using “Annotator Rationales” to Improve Machine Learning for Text CategorizationOmar Zaidan, Jason Eisner, Christine Piatko2007 · 354 citations
- Understanding the Value of Features for Coreference ResolutionEric Bengtson, Dan Roth2008 · 353 citations
- Query2doc: Query Expansion with Large Language ModelsLiang Wang, Nan Yang, Furu Wei2023 · 353 citations
- FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive SummarizationEsin Durmus, He He, Mona Diab2020 · 352 citations
- Zero-Resource Translation with Multi-Lingual Neural Machine TranslationOrhan Firat, Baskaran Sankaran, Yaser Al-onaizan, et al.2016 · 352 citations
- Bayesian Inference for PCFGs via Markov Chain Monte CarloMark Johnson, Thomas Griffiths, Sharon Goldwater2007 · 352 citations
- Reranking and Self-Training for Parser AdaptationDavid McClosky, Eugene Charniak, Mark Johnson2006 · 352 citations
- What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentHongyuan Mei, Mohit Bansal, Matthew R. Walter2016 · 352 citations
- Using a Semantic Concordance for Sense IdentificationGeorge A. Miller, Martin Chodorow, Shari Landes, et al.1994 · 352 citations
- FiLM: Visual Reasoning with a General Conditioning LayerEthan Perez, Florian Strub, Harm de Vries, et al.2017 · 352 citations
- A Corpus for Research on Deliberation and DebateMarilyn Walker, Jean Fox Tree, Pranav Anand, et al.2012 · 352 citations
- RARR: Researching and Revising What Language Models Say, Using Language ModelsLuyu Gao, Zhuyun Dai, Panupong Pasupat, et al.2023 · 351 citations
- Syntax-Aware Aspect Level Sentiment Classification with Graph Attention NetworksBinxuan Huang, Kathleen Carley2019 · 351 citations
- Internet-Augmented Dialogue GenerationMojtaba Komeili, Kurt Shuster, Jason Weston2022 · 351 citations
- Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation ExtractionPatrick Verga, Emma Strubell, Andrew McCallum2018 · 351 citations
- Multilingual Subjectivity Analysis Using Machine TranslationCarmen Banea, Rada Mihalcea, Janyce Wiebe, et al.2008 · 350 citations
- Towards End-to-End Reinforcement Learning of Dialogue Agents for Information AccessBhuwan Dhingra, Lihong Li, Xiujun Li, et al.2017 · 350 citations
- Improving Text-to-SQL Evaluation MethodologyCatherine Finegan-Dollak, Jonathan K. Kummerfeld, Li Zhang, et al.2018 · 350 citations
- Modelling Context with User Embeddings for Sarcasm Detection in Social MediaSilvio Amir, Byron C. Wallace, Hao Lyu, et al.2016 · 349 citations
- Temporal Annotation in the Clinical DomainWilliam F. Styler IV, Steven Bethard, Sean Finan, et al.2014 · 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
- Do NLP Models Know Numbers? Probing Numeracy in EmbeddingsEric Wallace, Yizhong Wang, Sujian Li, et al.2019 · 349 citations
- Graph-based Neural Multi-Document SummarizationMichihiro Yasunaga, Rui Zhang, Kshitijh Meelu, et al.2017 · 349 citations
- Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit Iyyer2020 · 348 citations
- Lessons from Natural Language Inference in the Clinical DomainAlexey Romanov, Chaitanya Shivade2018 · 348 citations
- Sentence Reduction for Automatic Text SummarizationHongyan Jing2000 · 347 citations
- Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style TransferJuncen Li, Robin Jia, He He, et al.2018 · 347 citations
- Learning to Navigate Unseen Environments: Back Translation with Environmental DropoutHao Tan, Licheng Yu, Mohit Bansal2019 · 347 citations
- Toxicity in chatgpt: Analyzing persona-assigned language modelsAmeet Deshpande, Vishvak Murahari, Tanmay Rajpurohit, 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
- Visual StorytellingTing-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 346 citations
- Unsupervised Semantic ParsingHoifung Poon, Pedro Domingos2009 · 346 citations
- A Generative Constituent-Context Model for Improved Grammar InductionDan Klein, Christopher D. Manning2002 · 345 citations
- Faithful Chain-of-Thought ReasoningQing Lyu, Shreya Havaldar, Adam Stein, et al.2023 · 345 citations
- Word Sense Disambiguation Using a Second Language Monolingual CorpusIdo Dagan, Alon Itai1994 · 344 citations
- Time-Aware Language Models as Temporal Knowledge BasesBhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, et al.2022 · 344 citations
- Symbolic Knowledge Distillation: from General Language Models to Commonsense ModelsPeter West, Chandra Bhagavatula, Jack Hessel, et al.2022 · 344 citations
- Visualizing and Measuring the Geometry of BERTAndy Coenen, Emily Reif, Ann Yuan, et al.2019 · 343 citations
- Complexity-Based Prompting for Multi-Step ReasoningYao Fu, Hao Peng, Ashish Sabharwal, et al.2022 · 343 citations
- Multilingual E5 Text Embeddings: A Technical ReportLiang Wang, Nan Yang, Xiaolong Huang, et al.2024 · 343 citations
- Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary SpaceMor Geva, Avi Caciularu, Kevin Ro Wang, et al.2022 · 342 citations
- PaLI: A Jointly-Scaled Multilingual Language-Image ModelXi Chen, Xiao Wang, Soravit Changpinyo, et al.2022 · 341 citations
- SimCLS: A Simple Framework for Contrastive Learning of Abstractive SummarizationYixin Liu, Pengfei Liu2021 · 341 citations
- Teaching Small Language Models to ReasonLucie Charlotte Magister, Jonathan Mallinson, Jakub Adamek, et al.2023 · 340 citations
- Generating Natural Questions About an ImageNasrin Mostafazadeh, Ishan Misra, Jacob Devlin, et al.2016 · 340 citations
- Parsing English with a Link GrammarDaniel D. Sleator, Davy Temperley1993 · 340 citations
- Cross-lingual Word Clusters for Direct Transfer of Linguistic StructureOscar Täckström, Ryan McDonald, Jakob Uszkoreit2012 · 340 citations
- Word-level Textual Adversarial Attacking as Combinatorial OptimizationYuan Zang, Fanchao Qi, Chenghao Yang, et al.2020 · 340 citations
- A Statistical Approach to Language TranslationP. Brown, J. Cocke, S. Della Pietra, et al.1988 · 339 citations
- Introduction to the Special Issue on Computational Linguistics Using Large CorporaKenneth W. Church, Robert L. Mercer1993 · 339 citations
- Decoding complexity in word-replacement translation modelsKevin Knight1999 · 339 citations
- Sentence Compression by Deletion with LSTMsKatja Filippova, Enrique Alfonseca, Carlos A. Colmenares, et al.2015 · 338 citations
- Certified Robustness to Adversarial Word SubstitutionsRobin Jia, Aditi Raghunathan, Kerem Göksel, et al.2019 · 337 citations
- Toward Abstractive Summarization Using Semantic RepresentationsFei Liu, Jeffrey Flanigan, Sam Thomson, et al.2015 · 337 citations
- Gromov-Wasserstein Alignment of Word Embedding SpacesDavid Alvarez-Melis, Tommi Jaakkola2018 · 337 citations
- Enhanced English Universal Dependencies: An Improved Representation for Natural Language Understanding TasksSebastian Schuster, Christopher D. Manning2016 · 336 citations
- Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERTAkshay Smit, Saahil Jain, Pranav Rajpurkar, et al.2020 · 336 citations
- The Creation and Analysis of a Website Privacy Policy CorpusShomir Wilson, Florian Schaub, Aswarth Abhilash Dara, et al.2016 · 336 citations
- Predicting Factuality of Reporting and Bias of News Media SourcesRamy Baly, Georgi Karadzhov, Dimitar Alexandrov, et al.2018 · 335 citations
- Efficient Attentions for Long Document SummarizationLuyang Huang, Shuyang Cao, Nikolaus Parulian, et al.2021 · 335 citations
- LLMLingua: Compressing Prompts for Accelerated Inference of Large Language ModelsHuiqiang Jiang, Qianhui Wu, Chin-Yew Lin, et al.2023 · 335 citations
- Scientific Paper Summarization Using Citation Summary NetworksVahed Qazvinian, Dragomir R. Radev2008 · 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
- Problems With Evaluation of Word Embeddings Using Word Similarity TasksManaal Faruqui, Yulia Tsvetkov, Pushpendre Rastogi, et al.2016 · 334 citations
- AutoDAN: Generating Stealthy Jailbreak Prompts on Aligned Large Language ModelsXiaogeng Liu, Nan Xu, Muhao Chen, et al.2023 · 334 citations
- Participatory Research for Low-resourced Machine Translation: A Case Study in African LanguagesWilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, et al.2020 · 334 citations
- DREAM: A Challenge Data Set and Models for Dialogue-Based Reading ComprehensionKai Sun, Dian Yu, Jianshu Chen, et al.2019 · 333 citations
- Neural Codec Language Models are Zero-Shot Text to Speech SynthesizersChengyi Wang, Sanyuan Chen, Yu Wu, et al.2023 · 333 citations
- Learning a Translation Lexicon from Monolingual CorporaPhilipp Koehn, Kevin Knight2002 · 332 citations
- Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word EmbeddingsThomas Manzini, Lim Yao Chong, Alan W Black, et al.2019 · 332 citations
- GraphCodeBERT: Pre-training Code Representations with Data FlowDaya Guo, Shuo Ren, Shuai Lu, et al.2021 · 331 citations
- TimeLMs: Diachronic Language Models from TwitterDaniel Loureiro, Francesco Barbieri, Leonardo Neves, et al.2022 · 331 citations
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