Self-prompted Chain-of-Thought on Large Language Models for Open-domain
Multi-hop Reasoning

Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning

20 October 2023

Papers citing "Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning"

18 / 18 papers shown

Title
MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge Jie He Nan Hu Wanqiu Long Jiaoyan Chen Jeff Z. Pan ELM LRM 96 6 0 22 Dec 2024
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine Xiaochen Wang Junqing He Liang Chen Reza Haf Zhe Yang Yiru Wang Xiangdi Meng Kunhao Pan Zhifang Sui ReLM LRM 16 0 0 22 Oct 2024
RIPPLECOT: Amplifying Ripple Effect of Knowledge Editing in Language Models via Chain-of-Thought In-Context Learning Zihao Zhao Yuchen Yang Yijiang Li Yinzhi Cao LRM KELM 27 1 0 04 Oct 2024
DiPT: Enhancing LLM reasoning through diversified perspective-taking H. Just Mahavir Dabas Lifu Huang Ming Jin Ruoxi Jia LRM 39 1 0 10 Sep 2024
FSM: A Finite State Machine Based Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Xiaochen Wang Junqing He Z. Yang Yiru Wang Xiangdi Meng Kunhao Pan Zhifang Sui LRM ReLM 21 2 0 03 Jul 2024
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs Venktesh V. Deepali Prabhu Avishek Anand RALM CoGe 31 2 0 24 Jun 2024
ESCoT: Towards Interpretable Emotional Support Dialogue Systems Tenggan Zhang Xinjie Zhang Jinming Zhao Li Zhou Qin Jin 29 8 0 16 Jun 2024
Large Language Models Can Self-Correct with Minimal Effort Zhenyu Wu Qingkai Zeng Zhihan Zhang Zhaoxuan Tan Chao Shen Meng Jiang KELM LRM ReLM 33 9 0 23 May 2024
PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering Jannat Ara Meem Muhammad Shihab Rashid Yue Dong Vagelis Hristidis 13 8 0 16 Feb 2024
Health Text Simplification: An Annotated Corpus for Digestive Cancer Education and Novel Strategies for Reinforcement Learning Md Mushfiqur Rahman Mohammad Sabik Irbaz Kai North Michelle S. Williams Marcos Zampieri Kevin Lybarger 33 0 0 26 Jan 2024
Reducing Hallucinations: Enhancing VQA for Flood Disaster Damage Assessment with Visual Contexts Yimin Sun Chao Wang Yan Peng LRM 24 0 0 21 Dec 2023
AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations Zhicheng YANG Yinya Huang Jing Xiong Liang Feng Xiaodan Liang Yiwei Wang Jing Tang LRM 23 1 0 22 Nov 2023
Towards A Unified View of Answer Calibration for Multi-Step Reasoning Shumin Deng Ningyu Zhang Nay Oo Bryan Hooi LRM 48 1 0 15 Nov 2023
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-Yu Liu Bing Qin Ting Liu LRM AI4CE 31 151 0 27 Sep 2023
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 226 321 0 21 Sep 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 322 4,077 0 24 May 2022
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 314 3,248 0 21 Mar 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 313 11,953 0 04 Mar 2022