SELF-[IN]CORRECT: LLMs Struggle with Refining Self-Generated Responses

SELF-[IN]CORRECT: LLMs Struggle with Refining Self-Generated Responses

4 April 2024

Jingyu Zhang

Nathaniel Weir

Benjamin Van Durme

Daniel Khashabi

Papers citing "SELF-[IN]CORRECT: LLMs Struggle with Refining Self-Generated Responses"

7 / 7 papers shown

Title
Chain of Thoughtlessness? An Analysis of CoT in Planning Kaya Stechly Karthik Valmeekam Subbarao Kambhampati LRM LM&Ro 54 35 0 08 May 2024
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay Natasha Butt Blazej Manczak Auke Wiggers Corrado Rainone David W. Zhang Michaël Defferrard Taco S. Cohen ReLM LRM 46 17 0 07 Feb 2024
Self-Rewarding Language Models Weizhe Yuan Richard Yuanzhe Pang Kyunghyun Cho Xian Li Sainbayar Sukhbaatar Jing Xu Jason Weston ReLM SyDa ALM LRM 215 291 0 18 Jan 2024
GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems Kaya Stechly Matthew Marquez Subbarao Kambhampati LRM 155 84 0 19 Oct 2023
Can Large Language Models Be an Alternative to Human Evaluations? Cheng-Han Chiang Hung-yi Lee ALM LM&MA 206 559 0 03 May 2023
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts Stephen H. Bach Victor Sanh Zheng-Xin Yong Albert Webson Colin Raffel ... Khalid Almubarak Xiangru Tang Dragomir R. Radev Mike Tian-Jian Jiang Alexander M. Rush VLM 212 335 0 02 Feb 2022