---
title: "Byron C. Wallace — all works — Elamur Research"
description: "All 26 works of Byron C. Wallace in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/byron-c-wallace/works/"
---
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# Byron C. Wallace — all works

26 works · [← Byron C. Wallace](https://md.research.elamur.ai/free/en/authors/byron-c-wallace/)

1. **[Attention is not Explanation](https://md.research.elamur.ai/free/en/papers/jain-2019-attention-is-not-explanation/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Sarthak Jain, Byron C. Wallace*2019 · 1,021 citations*
2. **[ERASER: A Benchmark to Evaluate Rationalized NLP Models](https://md.research.elamur.ai/free/en/papers/deyoung-2020-eraser-benchmark-evaluate-rationalized-nlp/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.*2020 · 832 citations*
3. **[Modelling Context with User Embeddings for Sarcasm Detection in Social Media](https://md.research.elamur.ai/free/en/papers/amir-2016-modelling-context-user-embeddings-sarcasm/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Silvio Amir, Byron C. Wallace, Hao Lyu, et al.*2016 · 349 citations*
4. **[Revisiting Relation Extraction in the era of Large Language Models ↗](https://aclanthology.org/2023.acl-long.868/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Somin Wadhwa, Silvio Amir, Byron Wallace*2023 · 302 citations*
5. **[A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature](https://md.research.elamur.ai/free/en/papers/nye-2018-corpus-multi-level-annotations-patients/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Benjamin Nye, Junyi Jessy Li, Roma Patel, et al.*2018 · 295 citations*
6. **[Rationale-Augmented Convolutional Neural Networks for Text Classification ↗](https://aclanthology.org/D16-1076/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Ye Zhang, Iain Marshall, Byron C. Wallace*2016 · 284 citations*
7. **[A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification](https://md.research.elamur.ai/free/en/papers/zhang-2017-sensitivity-analysis-practitioners-guide-convolutional/) [International Joint Conference on Natural Language Processing (IJCNLP)](https://md.research.elamur.ai/free/en/venues/ijcnlp/)**Ye Zhang, Byron Wallace*2017 · 260 citations*
8. **[Learning to Faithfully Rationalize by Construction](https://md.research.elamur.ai/free/en/papers/jain-2020-learning-faithfully-rationalize-construction/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Sarthak Jain, Sarah Wiegreffe, Yuval Pinter, et al.*2020 · 225 citations*
9. **[Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)](https://md.research.elamur.ai/free/en/papers/wallace-2014-humans-require-context-infer-ironic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Byron C. Wallace, Do Kook Choe, Laura Kertz, et al.*2014 · 196 citations*
10. **[Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions](https://md.research.elamur.ai/free/en/papers/han-2020-explaining-black-box-predictions-unveiling/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Xiaochuang Han, Byron C. Wallace, Yulia Tsvetkov*2020 · 187 citations*
11. **[Inferring Which Medical Treatments Work from Reports of Clinical Trials](https://md.research.elamur.ai/free/en/papers/lehman-2019-inferring-which-medical-treatments-work/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Eric Lehman, Jay DeYoung, Regina Barzilay, et al.*2019 · 160 citations*
12. **[Paragraph-level Simplification of Medical Texts](https://md.research.elamur.ai/free/en/papers/devaraj-2021-paragraph-level-simplification-medical-texts/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Ashwin Devaraj, Iain Marshall, Byron Wallace, et al.*2021 · 140 citations*
13. **[Practical Obstacles to Deploying Active Learning ↗](https://aclanthology.org/D19-1003/) 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 yet**David Lowell, Zachary C. Lipton, Byron C. Wallace*2019 · 138 citations*
14. **[MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification ↗](https://aclanthology.org/N16-1178/) Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Ye Zhang, Stephen Roller, Byron C. Wallace*2016 · 135 citations*
15. [**Function Vectors in Large Language Models arXiv:2310.15213**Eric Todd, Millicent L. Li, Arnab Sen Sharma, et al.*2023 · 127 citations*](https://md.research.elamur.ai/free/en/papers/todd-2023-function-vectors-large-language-models/)
16. **[Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment](https://md.research.elamur.ai/free/en/papers/wallace-2015-sparse-contextually-informed-models-irony/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Byron C. Wallace, Do Kook Choe, Eugene Charniak*2015 · 123 citations*
17. **[Aggregating and Predicting Sequence Labels from Crowd Annotations ↗](https://aclanthology.org/P17-1028/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**An Thanh Nguyen et al.*2017 · 112 citations*
18. **[Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? ↗](https://aclanthology.org/2021.naacl-main.73/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Eric Lehman et al.*2021 · 109 citations*
19. **[Evaluating Factuality in Text Simplification ↗](https://aclanthology.org/2022.acl-long.506/) Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Ashwin Devaraj et al.*2022 · 91 citations*
20. **[Future Lens: Anticipating Subsequent Tokens from a Single Hidden State](https://md.research.elamur.ai/free/en/papers/pal-2023-future-lens-anticipating-subsequent-tokens/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Koyena Pal, Jiuding Sun, Andrew Yuan, et al.*2023 · 49 citations*
21. **[Multilingual Simplification of Medical Texts ↗](https://aclanthology.org/2023.emnlp-main.1037/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Sebastian Joseph et al.*2023 · 45 citations*
22. **[Detection and Measurement of Syntactic Templates in Generated Text](https://md.research.elamur.ai/free/en/papers/shaib-2024-detection-measurement-syntactic-templates-generated/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Chantal Shaib, Yanai Elazar, Junyi Jessy Li, et al.*2024 · 32 citations*
23. **[NapSS: Paragraph-level Medical Text Simplification via Narrative Prompting and Sentence-matching Summarization ↗](https://aclanthology.org/2023.findings-eacl.80/) Findings of the Association for Computational Linguistics: EACL 2023 · no summary yet**Junru Lu et al.*2023 · 30 citations*
24. **[A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor Communication](https://md.research.elamur.ai/free/en/papers/wallace-2013-generative-joint-additive-sequential-model/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Byron C. Wallace, Thomas A. Trikalinos, M. Barton Laws, et al.*2013 · 21 citations*
25. **[InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ↗](https://aclanthology.org/2024.acl-long.234/) Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Jan Trienes et al.*2024 · 18 citations*
26. **[Faithfulness vs. Safety: Evaluating LLM Behavior Under Counterfactual Medical Evidence](https://md.research.elamur.ai/free/en/papers/mo-2026-faithfulness-vs-safety-evaluating-llm/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Kaijie Mo, Siddhartha Venkatayogi, Chantal Shaib, et al.*2026*