Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda

15 April 2024

Papers citing "Explainable Generative AI (GenXAI): A Survey, Conceptualization, and Research Agenda"

13 / 13 papers shown

Title
What's Wrong with Your Synthetic Tabular Data? Using Explainable AI to Evaluate Generative Models Jan Kapar Niklas Koenen Martin Jullum 30 0 0 29 Apr 2025
Governance of Generative Artificial Intelligence for Companies Johannes Schneider Rene Abraham Christian Meske SILM 25 1 0 05 Feb 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 42 45 0 30 Jan 2024
Fairness of ChatGPT and the Role Of Explainable-Guided Prompts Yashar Deldjoo 66 15 0 14 Jul 2023
Explaining Language Models' Predictions with High-Impact Concepts Ruochen Zhao Shafiq R. Joty Yongjie Wang Tan Wang LRM 42 5 0 03 May 2023
Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System Yunfan Gao Tao Sheng Youlin Xiang Yun Xiong Haofen Wang Jiawei Zhang RALM KELM 92 180 0 25 Mar 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 113 129 0 31 Dec 2022
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small Kevin Wang Alexandre Variengien Arthur Conmy Buck Shlegeris Jacob Steinhardt 173 295 0 01 Nov 2022
In-context Learning and Induction Heads Catherine Olsson Nelson Elhage Neel Nanda Nicholas Joseph Nova Dassarma ... Tom B. Brown Jack Clark Jared Kaplan Sam McCandlish C. Olah 203 326 0 24 Sep 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 67 62 0 22 Sep 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 197 204 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 267 8,441 0 04 Mar 2022
Training Dynamics for Text Summarization Models Tanya Goyal Jiacheng Xu J. Li Greg Durrett 31 28 0 15 Oct 2021