Explicit Planning Helps Language Models in Logical Reasoning

Explicit Planning Helps Language Models in Logical Reasoning

28 March 2023

Papers citing "Explicit Planning Helps Language Models in Logical Reasoning"

18 / 18 papers shown

Title
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation Qianxi He Qianyu He Jiaqing Liang Yanghua Xiao Weikang Zhou Zeye Sun Fei Yu LRM 74 0 0 27 Feb 2025
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving Mihir Parmar Xin Liu Palash Goyal Yanfei Chen L. Le ... Hootan Nakhost Chitta Baral Chen-Yu Lee Tomas Pfister Hamid Palangi 36 1 0 22 Feb 2025
Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree Yuanyuan Lei Ruihong Huang 21 1 0 15 Oct 2024
LASP: Surveying the State-of-the-Art in Large Language Model-Assisted AI Planning Haoming Li Zhaoliang Chen Jonathan Zhang Fei Liu LM&Ro LLMAG LRM 44 4 0 03 Sep 2024
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives Yebowen Hu Kaiqiang Song Sangwoo Cho Xiaoyang Wang Wenlin Yao H. Foroosh Dong Yu Fei Liu 40 6 0 17 Jun 2024
Before Generation, Align it! A Novel and Effective Strategy for Mitigating Hallucinations in Text-to-SQL Generation Ge Qu Jinyang Li Bowen Li Bowen Qin Nan Huo Chenhao Ma Reynold Cheng 31 23 0 24 May 2024
A Survey of Reasoning with Foundation Models Jiankai Sun Chuanyang Zheng E. Xie Zhengying Liu Ruihang Chu ... Xipeng Qiu Yi-Chen Guo Hui Xiong Qun Liu Zhenguo Li ReLM LRM AI4CE 24 76 0 17 Dec 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models Junbing Yan Chengyu Wang Taolin Zhang Xiaofeng He Jun Huang Wei Zhang ReLM LRM 24 8 0 12 Nov 2023
Deep Natural Language Feature Learning for Interpretable Prediction Felipe Urrutia Cristian Buc Valentin Barriere 26 1 0 09 Nov 2023
Certified Deductive Reasoning with Language Models Gabriel Poesia Kanishk Gandhi E. Zelikman Noah D. Goodman ELM ReLM LRM 32 0 0 06 Jun 2023
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering Deepanway Ghosal Navonil Majumder Rada Mihalcea Soujanya Poria 44 10 0 29 Oct 2022
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought Abulhair Saparov He He ELM LRM ReLM 121 275 0 03 Oct 2022
On the Paradox of Learning to Reason from Data Honghua Zhang Liunian Harold Li Tao Meng Kai-Wei Chang Guy Van den Broeck NAI ReLM OOD LRM 134 103 0 23 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 355 8,457 0 28 Jan 2022
DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Models Gregor Betz Kyle Richardson 20 8 0 04 Oct 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 256 33 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021
Explaining Answers with Entailment Trees Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Zhengnan Xie Hannah Smith Leighanna Pipatanangkura Peter Clark ReLM FAtt LRM 239 184 0 17 Apr 2021