Works of Greater Boston from 2022
- GLM: General Language Model Pretraining with Autoregressive Blank InfillingAnnual Meeting of the Association for Computational Linguistics (ACL)Zhengxiao Du, Yujie Qian, Xiao Liu, et al.2022 · 1,452 citations
- Crosslingual Generalization through Multitask FinetuningarXiv:2211.01786Niklas Muennighoff, Thomas Wang, Lintang Sutawika, et al.2022 · 695 citations
- ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Thomas Hartvigsen, Saadia Gabriel, Hamid Palangi, et al.2022 · 571 citations
- Large language models are few-shot clinical information extractorsConference on Empirical Methods in Natural Language Processing (EMNLP)Monica Agrawal, Stefan Hegselmann, Hunter Lang, et al.2022 · 450 citations
- Do Prompt-Based Models Really Understand the Meaning of Their Prompts?Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)Albert Webson, Ellie Pavlick2022 · 398 citations
- RLPrompt: Optimizing Discrete Text Prompts with Reinforcement LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Mingkai Deng, Jianyu Wang, Cheng-Ping Hsieh, et al.2022 · 328 citations
- DiffCSE: Difference-based Contrastive Learning for Sentence EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yung-Sung Chuang, Rumen Dangovski, Hongyin Luo, et al.2022 · 269 citations
- What learning algorithm is in-context learning? Investigations with linear modelsarXiv:2211.15661Ekin Akyürek, Dale Schuurmans, Jacob Andreas, et al.2022 · 225 citations
- FOLIO: Natural Language Reasoning with First-Order LogicarXiv:2209.00840Simeng Han, Hailey Schoelkopf, Yilun Zhao, et al.2022 · 217 citations
- Systematic Inequalities in Language Technology Performance across the World's LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Damian Blasi, Antonios Anastasopoulos, Graham Neubig2022 · 214 citations
- LILA: A Unified Benchmark for Mathematical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Swaroop Mishra, Matthew Finlayson, Pan Lu, et al.2022 · 177 citations
- PromptSource: An Integrated Development Environment and Repository for Natural Language PromptsarXiv:2202.01279Stephen H. Bach, Victor Sanh, Zheng-Xin Yong, et al.2022 · 167 citations
- Language Models as Agent ModelsFindings of the Association for Computational LinguisticsJacob Andreas2022 · 157 citations
- MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP)David Ifeoluwa Adelani, Graham Neubig, Sebastian Ruder, et al.2022 · 150 citations
- MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual DataAnnual Meeting of the Association for Computational Linguistics (ACL)Yilun Zhao, Yunxiang Li, Chenying Li, et al.2022 · 128 citations
- POLITICS: Pretraining with Same-story Article Comparison for Ideology Prediction and Stance DetectionFindings of the Association for Computational LinguisticsYujian Liu, Xinliang Frederick Zhang, David Wegsman, et al.2022 · 70 citations
- Predicting scalar diversity with context-driven uncertainty over alternativesWorkshop on Cognitive Modeling and Computational Linguistics (CMCL)Jennifer Hu, Roger Levy, Sebastian Schuster2022 · 19 citations
- The Aligned Multimodal Movie Treebank: An audio, video, dependency-parse treebankAdam Yaari, Jan DeWitt, Henry Hu, et al.2022 · 7 citations
- Referring Expressions with Rational Speech Act Framework: A Probabilistic ApproachHieu Le, Taufiq Daryanto, Fabian Zhafransyah, et al.2022 · 2 citations
- Word-Embeddings Distinguish Denominal and Root-Derived Verbs in SemiticIdo Benbaji, Omri Doron, Adele Henot-Mortier2022 · 1 citation
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