ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations

ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations

17 June 2025

Souti Chattopadhyay

Swabha Swayamdipta

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Papers citing "ELI-Why: Evaluating the Pedagogical Utility of Language Model Explanations"

12 / 12 papers shown

Title
ChatBench: From Static Benchmarks to Human-AI Evaluation Serina Chang Ashton Anderson Jake M. Hofman ELM AI4MH 95 4 0 22 Mar 2025
Towards the Pedagogical Steering of Large Language Models for Tutoring: A Case Study with Modeling Productive Failure Romain Puech Jakub Macina Julia Chatain Mrinmaya Sachan Manu Kapur AI4Ed 80 5 0 03 Oct 2024
Free-text Rationale Generation under Readability Level Control Yi-Sheng Hsu Nils Feldhus Sherzod Hakimov 73 2 0 01 Jul 2024
"Is ChatGPT a Better Explainer than My Professor?": Evaluating the Explanation Capabilities of LLMs in Conversation Compared to a Human Baseline Grace Li Milad Alshomary Smaranda Muresan 32 1 0 26 Jun 2024
WildChat: 1M ChatGPT Interaction Logs in the Wild Wenting Zhao Xiang Ren Jack Hessel Claire Cardie Yejin Choi Yuntian Deng 84 230 0 02 May 2024
The Use of Generative Search Engines for Knowledge Work and Complex Tasks Siddharth Suri Scott Counts Leijie Wang Chacha Chen Mengting Wan ... Reid Andersen Georg Buscher Sathish Manivannan N.Kasturi Rangan Longqi Yang 79 13 0 19 Mar 2024
Know Your Audience: The benefits and pitfalls of generating plain language summaries beyond the "general" audience Tal August Kyle Lo Noah A. Smith Katharina Reinecke 90 13 0 08 Mar 2024
Mathemyths: Leveraging Large Language Models to Teach Mathematical Language through Child-AI Co-Creative Storytelling Chao Zhang Xuechen Liu Katherine Ziska Soobin Jeon Chi-Lin Yu Ying Xu 64 39 0 02 Feb 2024
(A)I Am Not a Lawyer, But...: Engaging Legal Experts towards Responsible LLM Policies for Legal Advice Inyoung Cheong King Xia K. J. Kevin Feng Quan Ze Chen Amy X. Zhang AILaw ELM 87 68 0 02 Feb 2024
ChaCha: Leveraging Large Language Models to Prompt Children to Share Their Emotions about Personal Events Woosuk Seo Chanmo Yang Young-Ho Kim 47 43 0 21 Sep 2023
Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-Text Rationales Brihi Joshi Ziyi Liu Sahana Ramnath Aaron Chan Zhewei Tong Shaoliang Nie Qifan Wang Yejin Choi Xiang Ren HAI LRM 64 35 0 11 May 2023
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 283 1,286 0 20 Sep 2022