Papers
264 papers found
SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs
Yige Xu, Xu Guo, Zhiwei Zeng et al.
Unveiling Confirmation Bias in Chain-of-Thought Reasoning
Yue Wan, Xiaowei Jia, Xiang Lorraine Li
Does Chain-of-Thought Reasoning Really Reduce Harmfulness from Jailbreaking?
Chengda Lu, Xiaoyu Fan, Yu Huang et al.
DRT: Deep Reasoning Translation via Long Chain-of-Thought
Jiaan Wang, Fandong Meng, Yunlong Liang et al.
MECoT: Markov Emotional Chain-of-Thought for Personality-Consistent Role-Playing
Yangbo Wei, Zhen Huang, Fangzhou Zhao et al.
Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness
Jiachun Li, Pengfei Cao, Yubo Chen et al.
Socratic Style Chain-of-Thoughts Help LLMs to be a Better Reasoner
Jiangbo Pei, Peiyu Liu, Wayne Xin Zhao et al.
CoT-VTM: Visual-to-Music Generation with Chain-of-Thought Reasoning
Xikang Guan, Zheng Gu, Jing Huo et al.
Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion
Anum Afzal, Florian Matthes, Gal Chechik et al.
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning
Xinghao Chen, Zhijing Sun, Guo Wenjin et al.
Stepwise Perplexity-Guided Refinement for Efficient Chain-of-Thought Reasoning in Large Language Models
Yingqian Cui, Pengfei He, Jingying Zeng et al.
V-ALPHASOCIAL: Benchmark and Self-Reflective Chain-of-Thought Generation for Visual Social Commonsense Reasoning
Zongyu Lin, Zhikun Xu, Xiaohan Song et al.
A Reinforcement Learning Framework for Cross-Lingual Stance Detection Using Chain-of-Thought Alignment
Binghui Li, Minghui Zou, Xiaowang Zhang et al.
P-CoT: A Pedagogically-motivated Participatory Chain-of-Thought Prompting for Phonological Reasoning in LLMs
Dongjun Jang, Youngchae Ahn, Hyopil Shin
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought
Boxuan Zhang, Ruqi Zhang
Are You Sure You’re Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis
Filippos Ventirozos, Peter A. Appleby, Matthew Shardlow
111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA
Jiaqi Yao, Erchen Yu, Yicen Tian et al.
Analyzing Chain-of-thought Prompting in Black-Box Large Language Models via Estimated V-information
Zecheng Wang, Chunshan Li, Zhao Yang et al.
AuRoRA: A One-for-all Platform for Augmented Reasoning and Refining with Task-Adaptive Chain-of-Thought Prompting
Anni Zou, Zhuosheng Zhang, Hai Zhao
Can Small Language Models Help Large Language Models Reason Better?: LM-Guided Chain-of-Thought
Jooyoung Lee, Fan Yang, Thanh Tran et al.
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization
Mengsha Liu, Daoyuan Chen, Yaliang Li et al.
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic
Xufeng Zhao, Mengdi Li, Wenhao Lu et al.
Mitigating Misleading Chain-of-Thought Reasoning with Selective Filtering
Yexin Wu, Zhuosheng Zhang, Hai Zhao
RADCoT: Retrieval-Augmented Distillation to Specialization Models for Generating Chain-of-Thoughts in Query Expansion
Sung-Min Lee, Eunhwan Park, DongHyeon Jeon et al.
ZeLa: Advancing Zero-Shot Multilingual Semantic Parsing with Large Language Models and Chain-of-Thought Strategies
Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen