Dissociation of Faithful and Unfaithful Reasoning in LLMs

23 May 2024

Papers citing "Dissociation of Faithful and Unfaithful Reasoning in LLMs"

8 / 8 papers shown

Title
Chain-of-Thought Reasoning In The Wild Is Not Always Faithful Iván Arcuschin Jett Janiak Robert Krzyzanowski Senthooran Rajamanoharan Neel Nanda Arthur Conmy LRM ReLM 62 6 0 11 Mar 2025
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning Joshua Ong Jun Leang Aryo Pradipta Gema Shay B. Cohen ReLM LRM ReCod 31 2 0 14 Oct 2024
Revealing the structure of language model capabilities Ryan Burnell Hank Hao Andrew R. A. Conway José Hernández Orallo ELM 37 17 0 14 Jun 2023
An automatically discovered chain-of-thought prompt generalizes to novel models and datasets Konstantin Hebenstreit Robert Praas Louis P. Kiesewetter Matthias Samwald LLMAG LRM AI4CE ReLM 55 10 0 04 May 2023
Text and Patterns: For Effective Chain of Thought, It Takes Two to Tango Aman Madaan Amir Yazdanbakhsh LRM 139 115 0 16 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe Ana Marasović Noah A. Smith 274 170 0 24 Oct 2020