Investigating the Benefits of Free-Form Rationales

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Investigating the Benefits of Free-Form Rationales

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022

25 May 2022

Swabha Swayamdipta

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Papers citing "Investigating the Benefits of Free-Form Rationales"

13 / 13 papers shown

Title
QE4PE: Word-level Quality Estimation for Human Post-Editing Gabriele Sarti Vilém Zouhar Grzegorz Chrupała Ana Guerberof Arenas Malvina Nissim Arianna Bisazza 197 1 0 04 Mar 2025
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 282 22 0 27 Jul 2024
Evaluating Human Alignment and Model Faithfulness of LLM Rationale Mohsen Fayyaz Fan Yin Jiao Sun Nanyun Peng 202 10 0 28 Jun 2024
Okay, Let's Do This! Modeling Event Coreference with Generated Rationales and Knowledge DistillationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Abhijnan Nath Shadi Manafi Avyakta Chelle Nikhil Krishnaswamy 166 3 0 04 Apr 2024
Identifying Self-Disclosures of Use, Misuse and Addiction in Community-based Social Media Posts Chenghao Yang Tuhin Chakrabarty K. Hochstatter M. Slavin N. El-Bassel Smaranda Muresan 231 4 0 15 Nov 2023
Explanation-aware Soft Ensemble Empowers Large Language Model In-context LearningAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yue Yu Jiaming Shen Tianqi Liu Zhen Qin Jing Nathan Yan Jialu Liu Chao Zhang Michael Bendersky 188 9 0 13 Nov 2023
HARE: Explainable Hate Speech Detection with Step-by-Step ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yongjin Yang Joonkee Kim Yujin Kim Namgyu Ho James Thorne Se-Young Yun 230 42 0 01 Nov 2023
Modeling subjectivity (by Mimicking Annotator Annotation) in toxic comment identification across diverse communities Senjuti Dutta Sid Mittal Sherol Chen Deepak Ramachandran Ravi Rajakumar Ian D Kivlichan Sunny Mak Alena Butryna Praveen Paritosh University of Tennessee 228 8 0 01 Nov 2023
Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning ArchitectureConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Bingsheng Yao Ishan Jindal Lucian Popa Yannis Katsis Sayan Ghosh ... Yuxuan Lu Shashank Srivastava Yunyao Li James A. Hendler Dakuo Wang 165 13 0 22 May 2023
SCOTT: Self-Consistent Chain-of-Thought DistillationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Jamie Yap Zhengyang Wang Zheng Li K. Lynch Bing Yin Xiang Ren LRM 299 115 0 03 May 2023
KNIFE: Distilling Reasoning Knowledge From Free-Text Rationales Aaron Chan Zhiyuan Zeng Wyatt Lake Brihi Joshi Hanjie Chen Xiang Ren ReLM LRM 151 1 0 19 Dec 2022
PINTO: Faithful Language Reasoning Using Prompt-Generated RationalesInternational Conference on Learning Representations (ICLR), 2022 Peifeng Wang Aaron Chan Filip Ilievski Muhao Chen Xiang Ren LRM ReLM 260 68 0 03 Nov 2022
REV: Information-Theoretic Evaluation of Free-Text RationalesAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Hanjie Chen Faeze Brahman Xiang Ren Yangfeng Ji Yejin Choi Swabha Swayamdipta 203 25 0 10 Oct 2022