XAI meets LLMs: A Survey of the Relation between Explainable AI and
Large Language Models

XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models

21 July 2024

Lorenzo Malandri

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Papers citing "XAI meets LLMs: A Survey of the Relation between Explainable AI and Large Language Models"

17 / 17 papers shown

Title
Envisioning an AI-Enhanced Mental Health Ecosystem Kellie Yu Hui Sim K. T. W. Choo AI4MH 87 1 0 19 Mar 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 205 17 0 05 Feb 2025
Generative AI in EU Law: Liability, Privacy, Intellectual Property, and Cybersecurity Claudio Novelli F. Casolari Philipp Hacker Giorgio Spedicato Luciano Floridi AILaw SILM 77 45 0 14 Jan 2024
TbExplain: A Text-based Explanation Method for Scene Classification Models with the Statistical Prediction Correction Amirhossein Aminimehr Pouya Khani Amir Molaei Amirmohammad Kazemeini Min Zhang FAtt 51 5 0 19 Jul 2023
Towards Understanding In-Context Learning with Contrastive Demonstrations and Saliency Maps Fuxiao Liu Paiheng Xu Zongxi Li Yue Feng Hyemi Song 70 35 0 11 Jul 2023
AI Transparency in the Age of LLMs: A Human-Centered Research Roadmap Q. V. Liao J. Vaughan 107 167 0 02 Jun 2023
Explaining black box text modules in natural language with language models Chandan Singh Aliyah R. Hsu Richard Antonello Shailee Jain Alexander G. Huth Bin Yu Jianfeng Gao MILM 58 56 0 17 May 2023
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca Zhengxuan Wu Atticus Geiger Thomas Icard Christopher Potts Noah D. Goodman MILM 75 92 0 15 May 2023
ChatGraph: Interpretable Text Classification by Converting ChatGPT Knowledge to Graphs Yucheng Shi Hehuan Ma Wenliang Zhong Qiaoyu Tan Gengchen Mai Xiang Li Tianming Liu Junzhou Huang AI4MH 60 35 0 03 May 2023
The Internal State of an LLM Knows When It's Lying A. Azaria Tom Michael Mitchell HILM 269 340 0 26 Apr 2023
Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Review Lixiang Yan Lele Sha Linxuan Zhao Yuheng Li Roberto Martínez-Maldonado Guanliang Chen Xinyu Li Yueqiao Jin D. Gašević SyDa ELM AI4Ed 97 302 0 17 Mar 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 217 167 0 31 Dec 2022
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning O. Yu. Golovneva Moya Chen Spencer Poff Martin Corredor Luke Zettlemoyer Maryam Fazel-Zarandi Asli Celikyilmaz ReLM LRM 87 150 0 15 Dec 2022
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 278 1,286 0 20 Sep 2022
Ethical and social risks of harm from Language Models Laura Weidinger John F. J. Mellor Maribeth Rauh Conor Griffin J. Uesato ... Lisa Anne Hendricks William S. Isaac Sean Legassick G. Irving Iason Gabriel PILM 114 1,041 0 08 Dec 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 929 29,436 0 26 Feb 2021
Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models Tongshuang Wu Marco Tulio Ribeiro Jeffrey Heer Daniel S. Weld 97 249 0 01 Jan 2021

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