Large Language Models Cannot Explain Themselves

7 May 2024

Papers citing "Large Language Models Cannot Explain Themselves"

5 / 5 papers shown

Title
Thoughts without Thinking: Reconsidering the Explanatory Value of Chain-of-Thought Reasoning in LLMs through Agentic Pipelines R. Manuvinakurike Emanuel Moss E. A. Watkins Saurav Sahay G. Raffa L. Nachman LRM 24 0 0 01 May 2025
SPEX: Scaling Feature Interaction Explanations for LLMs J. S. Kang Landon Butler Abhineet Agarwal Y. E. Erginbas Ramtin Pedarsani Kannan Ramchandran Bin Yu VLM LRM 64 0 0 20 Feb 2025
AI Should Challenge, Not Obey Advait Sarkar 104 19 0 04 Nov 2024
"It's like a rubber duck that talks back": Understanding Generative AI-Assisted Data Analysis Workflows through a Participatory Prompting Study Ian Drosos Advait Sarkar X. Xu Carina Negreanu Sean Rintel Lev Tankelevitch 37 13 0 03 Jul 2024
Is explainable AI a race against model complexity? Advait Sarkar LRM 21 14 0 17 May 2022