Computation and Language · Computer Science
SoT: Structured-of-Thought Prompting Guides Multilingual Reasoning in Large Language Models
Rui Qi, Zhibo Man, Yufeng Chen, Fengran Mo +2
2025-10-06
Machine Learning · Computer Science
Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models
Xue Yan, Yan Song, Xinyu Cui, Filippos Christianos +3
2024-03-01
Computation and Language · Computer Science
IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates
Aissatou Diallo, Antonis Bikakis, Luke Dickens, Anthony Hunter +1
2025-02-06
Artificial Intelligence · Computer Science
Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers
Alice Rueda, Mohammed S. Hassan, Argyrios Perivolaris, Bazen G. Teferra +8
2025-07-28
Computation and Language · Computer Science
Boosting Language Models Reasoning with Chain-of-Knowledge Prompting
Jianing Wang, Qiushi Sun, Xiang Li, Ming Gao
2024-06-04
Computation and Language · Computer Science
Enhancing Chain of Thought Prompting in Large Language Models via Reasoning Patterns
Yufeng Zhang, Xuepeng Wang, Lingxiang Wu, Jinqiao Wang
2025-05-27
Artificial Intelligence · Computer Science
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates
Hy Dang, Tianyi Liu, Zhuofeng Wu, Jingfeng Yang +8
2025-09-23
Artificial Intelligence · Computer Science
Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving
Sumit Kumar Jha, Susmit Jha, Patrick Lincoln, Nathaniel D. Bastian +3
2023-09-29
Artificial Intelligence · Computer Science
Language Models Coupled with Metacognition Can Outperform Reasoning Models
Vedant Khandelwal, Francesca Rossi, Keerthiram Murugesan, Erik Miehling +3
2025-08-26
Artificial Intelligence · Computer Science
Thought-Like-Pro: Enhancing Reasoning of Large Language Models through Self-Driven Prolog-based Chain-of-Thought
Xiaoyu Tan, Yongxin Deng, Xihe Qiu, Weidi Xu +4
2024-08-13
Computer Vision and Pattern Recognition · Computer Science
Chain of Images for Intuitively Reasoning
Fanxu Meng, Haotong Yang, Yiding Wang, Muhan Zhang
2023-11-17
Computation and Language · Computer Science
Larger Language Models Don't Care How You Think: Why Chain-of-Thought Prompting Fails in Subjective Tasks
Georgios Chochlakis, Niyantha Maruthu Pandiyan, Kristina Lerman, Shrikanth Narayanan
2025-03-05
Computation and Language · Computer Science
Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLM
Zhen Xiong, Yujun Cai, Zhecheng Li, Yiwei Wang
2025-05-21
Artificial Intelligence · Computer Science
Towards Large Reasoning Models: A Survey of Reinforced Reasoning with Large Language Models
Fengli Xu, Qianyue Hao, Zefang Zong, Jingwei Wang +16
2025-01-24
Computation and Language · Computer Science
A Survey of Inductive Reasoning for Large Language Models
Kedi Chen, Dezhao Ruan, Yuhao Dan, Yaoting Wang +11
2026-04-14
Computation and Language · Computer Science
Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models
Wenting Tan, Dongxiao Chen, Jieting Xue, Zihao Wang +1
2024-10-11
Computation and Language · Computer Science
Brainstorming Brings Power to Large Language Models of Knowledge Reasoning
Zining Qin, Chenhao Wang, Huiling Qin, Weijia Jia
2024-06-12
Computation and Language · Computer Science
Mixture of Reasonings: Teach Large Language Models to Reason with Adaptive Strategies
Tao Xiong, Xavier Hu, Wenyan Fan, Shengyu Zhang
2025-07-04
Computation and Language · Computer Science
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text
Kewei Cheng, Nesreen K. Ahmed, Theodore Willke, Yizhou Sun
2024-02-22