Byron C. Wallace — all works
- Attention is not ExplanationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Sarthak Jain, Byron C. Wallace2019 · 1,021 citations
- ERASER: A Benchmark to Evaluate Rationalized NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 832 citations
- Modelling Context with User Embeddings for Sarcasm Detection in Social MediaConference on Computational Natural Language Learning (CoNLL)Silvio Amir, Byron C. Wallace, Hao Lyu, et al.2016 · 349 citations
- Revisiting Relation Extraction in the era of Large Language Models ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetSomin Wadhwa, Silvio Amir, Byron Wallace2023 · 302 citations
- A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical LiteratureAnnual Meeting of the Association for Computational Linguistics (ACL)Benjamin Nye, Junyi Jessy Li, Roma Patel, et al.2018 · 295 citations
- Rationale-Augmented Convolutional Neural Networks for Text Classification ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetYe Zhang, Iain Marshall, Byron C. Wallace2016 · 284 citations
- Learning to Faithfully Rationalize by ConstructionAnnual Meeting of the Association for Computational Linguistics (ACL)Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.2020 · 225 citations
- Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)Annual Meeting of the Association for Computational Linguistics (ACL)Byron C. Wallace, Do Kook Choe, Laura Kertz, et al.2014 · 196 citations
- Explaining Black Box Predictions and Unveiling Data Artifacts through Influence FunctionsAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaochuang Han, Byron C. Wallace, Yulia Tsvetkov2020 · 187 citations
- Inferring Which Medical Treatments Work from Reports of Clinical TrialsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Eric Lehman, Jay DeYoung, Regina Barzilay, et al.2019 · 160 citations
- Paragraph-level Simplification of Medical TextsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ashwin Devaraj, Iain Marshall, Byron Wallace, et al.2021 · 140 citations
- Practical Obstacles to Deploying Active Learning ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetDavid Lowell, Zachary C. Lipton, Byron C. Wallace2019 · 138 citations
- MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYe Zhang, Stephen Roller, Byron C. Wallace2016 · 135 citations
- Function Vectors in Large Language ModelsarXiv:2310.15213Eric Todd, Millicent L. Li, Arnab Sen Sharma, et al.2023 · 127 citations
- Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and SentimentAnnual Meeting of the Association for Computational Linguistics (ACL)Byron C. Wallace, Do Kook Choe, Eugene Charniak2015 · 123 citations
- Aggregating and Predicting Sequence Labels from Crowd Annotations ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAn Thanh Nguyen et al.2017 · 112 citations
- Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetEric Lehman et al.2021 · 109 citations
- Evaluating Factuality in Text Simplification ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAshwin Devaraj et al.2022 · 91 citations
- Future Lens: Anticipating Subsequent Tokens from a Single Hidden StateConference on Computational Natural Language Learning (CoNLL)Koyena Pal, Jiuding Sun, Andrew Yuan, et al.2023 · 49 citations
- Multilingual Simplification of Medical Texts ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetSebastian Joseph et al.2023 · 45 citations
- Detection and Measurement of Syntactic Templates in Generated TextConference on Empirical Methods in Natural Language Processing (EMNLP)Chantal Shaib, Yanai Elazar, Junyi Jessy Li, et al.2024 · 32 citations
- NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization ↗Findings of the Association for Computational Linguistics: EACL 2023 · no summary yetJunru Lu et al.2023 · 30 citations
- A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor CommunicationConference on Empirical Methods in Natural Language Processing (EMNLP)Byron C. Wallace, Thomas A. Trikalinos, M. Barton Laws, et al.2013 · 21 citations
- InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJan Trienes et al.2024 · 18 citations
- Faithfulness vs. Safety: Evaluating LLM Behavior Under Counterfactual Medical EvidenceFindings of the Association for Computational LinguisticsKaijie Mo, Siddhartha Venkatayogi, Chantal Shaib, et al.2026
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