Title
Knowledge Mechanisms in Large Language Models: A Survey and Perspective Meng Wang Yunzhi Yao Ziwen Xu Shuofei Qiao Shumin Deng ... Yong-jia Jiang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang 47 27 0 22 Jul 2024
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems Qianli Wang Tatiana Anikina Nils Feldhus Simon Ostermann Sebastian Möller 19 1 0 12 Jun 2024
Rethinking Interpretability in the Era of Large Language Models Chandan Singh J. Inala Michel Galley Rich Caruana Jianfeng Gao LRM AI4CE 75 60 0 30 Jan 2024
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations Qianli Wang Tatiana Anikina Nils Feldhus Josef van Genabith Leonhard Hennig Sebastian Möller ELM LRM 13 6 0 23 Jan 2024
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations Nils Feldhus Qianli Wang Tatiana Anikina Sahil Chopra Cennet Oguz Sebastian Möller 19 9 0 09 Oct 2023
Explainability for Large Language Models: A Survey Haiyan Zhao Hanjie Chen Fan Yang Ninghao Liu Huiqi Deng Hengyi Cai Shuaiqiang Wang Dawei Yin Mengnan Du LRM 19 404 0 02 Sep 2023
Analyzing Norm Violations in Live-Stream Chat Jihyung Moon Dong-Ho Lee Hyundong Justin Cho Woojeong Jin Chan Young Park MinWoo Kim Jonathan May Jay Pujara Sungjoon Park 10 4 0 18 May 2023
ER-Test: Evaluating Explanation Regularization Methods for Language Models Brihi Joshi Aaron Chan Ziyi Liu Shaoliang Nie Maziar Sanjabi Hamed Firooz Xiang Ren AAML 21 6 0 25 May 2022
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech Mai Elsherief Caleb Ziems D. Muchlinski Vaishnavi Anupindi Jordyn Seybolt M. D. Choudhury Diyi Yang 92 235 0 11 Sep 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 2,009 0 28 Jul 2020
An Investigation of Why Overparameterization Exacerbates Spurious Correlations Shiori Sagawa Aditi Raghunathan Pang Wei Koh Percy Liang 144 369 0 09 May 2020