Crystal: Introspective Reasoners Reinforced with Self-Feedback

Crystal: Introspective Reasoners Reinforced with Self-Feedback

7 October 2023

Ramakanth Pasunuru

Hannaneh Hajishirzi

Yejin Choi

Asli Celikyilmaz

Papers citing "Crystal: Introspective Reasoners Reinforced with Self-Feedback"

17 / 17 papers shown

Title
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering Francesco Maria Molfese Simone Conia Riccardo Orlando Roberto Navigli ReLM LRM RALM 30 1 0 07 Oct 2024
Rationale-Aware Answer Verification by Pairwise Self-Evaluation Akira Kawabata Saku Sugawara LRM 39 3 0 07 Oct 2024
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback Hamish Ivison Yizhong Wang Jiacheng Liu Zeqiu Wu Valentina Pyatkin Nathan Lambert Noah A. Smith Yejin Choi Hannaneh Hajishirzi 46 40 0 13 Jun 2024
Grokked Transformers are Implicit Reasoners: A Mechanistic Journey to the Edge of Generalization Boshi Wang Xiang Yue Yu-Chuan Su Huan Sun LRM 29 42 0 23 May 2024
RaFe: Ranking Feedback Improves Query Rewriting for RAG Shengyu Mao Yong-jia Jiang Boli Chen Xiao Li Peng Wang Xinyu Wang Pengjun Xie Fei Huang Huajun Chen Ningyu Zhang RALM 36 19 0 23 May 2024
Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning Yuxi Xie Anirudh Goyal Wenyue Zheng Min-Yen Kan Timothy Lillicrap Kenji Kawaguchi Michael Shieh ReLM LRM 55 90 0 01 May 2024
SELF-[IN]CORRECT: LLMs Struggle with Refining Self-Generated Responses Dongwei Jiang Jingyu Zhang Orion Weller Nathaniel Weir Benjamin Van Durme Daniel Khashabi 65 1 0 04 Apr 2024
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking E. Zelikman Georges Harik Yijia Shao Varuna Jayasiri Nick Haber Noah D. Goodman LLMAG ReLM LRM 55 113 0 14 Mar 2024
Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning Jiachun Li Pengfei Cao Chenhao Wang Zhuoran Jin Yubo Chen Daojian Zeng Kang Liu Jun Zhao LRM 51 8 0 28 Feb 2024
Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? Ning Bian Xianpei Han Hongyu Lin Yaojie Lu Xianpei Han Le Sun 34 1 0 22 Feb 2024
Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning Debjit Paul Robert West Antoine Bosselut Boi Faltings ReLM LRM 41 21 0 21 Feb 2024
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models Yougang Lyu Lingyong Yan Shuaiqiang Wang Haibo Shi Dawei Yin Pengjie Ren Zhumin Chen Maarten de Rijke Zhaochun Ren 24 5 0 17 Feb 2024
Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Chu Jingchang Chen Qianglong Chen Weijiang Yu Tao He Haotian Wang Weihua Peng Ming Liu Bing Qin Ting Liu LRM AI4CE 37 155 0 27 Sep 2023
SCOTT: Self-Consistent Chain-of-Thought Distillation Jamie Yap Zhengyang Wang Zheng Li K. Lynch Bing Yin Xiang Ren LRM 78 93 0 03 May 2023
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 240 323 0 21 Sep 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 372 12,081 0 04 Mar 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 447 8,650 0 28 Jan 2022