Probabilistic Tree-of-thought Reasoning for Answering
Knowledge-intensive Complex Questions

Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions

23 November 2023

Jiajie Zhang

Juanzi Li

Lei Hou

Papers citing "Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions"

15 / 15 papers shown

Title
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 52 0 0 02 May 2025
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation Zhicheng Lee S. Cao Jinxin Liu J. Zhang Weichuan Liu Xiaoyin Che Lei Hou Juanzi Li ReLM LRM 87 2 0 27 Mar 2025
Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination Qiqi Chen Xinpeng Wang Philipp Mondorf Michael A. Hedderich Barbara Plank LRM AI4CE 18 1 0 23 Oct 2024
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond Shanshan Han 68 1 0 09 Oct 2024
DiPT: Enhancing LLM reasoning through diversified perspective-taking H. Just Mahavir Dabas Lifu Huang Ming Jin Ruoxi Jia LRM 32 1 0 10 Sep 2024
STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering Zhenyu Bi Daniel Hajialigol Zhongkai Sun Jie Hao Xuan Wang LRM 27 1 0 04 Jul 2024
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering Zheng Chu Jingchang Chen Qianglong Chen Haotian Wang Kun Zhu Xiyuan Du Weijiang Yu Ming Liu Bing Qin LRM 25 4 0 28 Jun 2024
SeaKR: Self-aware Knowledge Retrieval for Adaptive Retrieval Augmented Generation Zijun Yao Weijian Qi Liangming Pan S. Cao Linmei Hu Weichuan Liu Lei Hou Juanzi Li RALM 30 6 0 27 Jun 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning Xiaohu Du Ming Wen Jiahao Zhu Zifan Xie Bin Ji Huijun Liu Xuanhua Shi Hai Jin 21 14 0 06 Jun 2024
Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering Jiapeng Li Runze Liu Yabo Liu Tong Zhou Mingling Li Xiang Chen LRM 27 3 0 22 Apr 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-Yu Liu Bing Qin Ting Liu LRM AI4CE 16 148 0 27 Sep 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 223 2,413 0 06 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 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 297 3,163 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 301 11,730 0 04 Mar 2022