"chain-of-thought" Papers
16 papers found
Conference
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding
Wenhui Liao, Jiapeng Wang, Hongliang Li et al.
CVPR 2025arXiv:2408.15045
10
citations
Do Large Language Models Truly Understand Geometric Structures?
Xiaofeng Wang, Yiming Wang, Wenhong Zhu et al.
ICLR 2025arXiv:2501.13773
9
citations
Generalizing from SIMPLE to HARD Visual Reasoning: Can We Mitigate Modality Imbalance in VLMs?
Simon Park, Abhishek Panigrahi, Yun Cheng et al.
ICML 2025arXiv:2501.02669
9
citations
Generalizing Reasoning Problems to Longer Lengths
Changnan Xiao, Bing Liu
ICLR 2025
4
citations
General-Reasoner: Advancing LLM Reasoning Across All Domains
Xueguang Ma, Qian Liu, Dongfu Jiang et al.
NEURIPS 2025arXiv:2505.14652
86
citations
LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception
Yuan-Hong Liao, Sven Elflein, Liu He et al.
COLM 2025paperarXiv:2504.15362
9
citations
MMCR: Benchmarking Cross-Source Reasoning in Scientific Papers
Yang Tian, Zheng Lu, Mingqi Gao et al.
ICCV 2025arXiv:2503.16856
2
citations
Number Cookbook: Number Understanding of Language Models and How to Improve It
Haotong Yang, Yi Hu, Shijia Kang et al.
ICLR 2025arXiv:2411.03766
32
citations
Reasoning as an Adaptive Defense for Safety
Taeyoun Kim, Fahim Tajwar, Aditi Raghunathan et al.
NEURIPS 2025arXiv:2507.00971
11
citations
Reinforcing the Diffusion Chain of Lateral Thought with Diffusion Language Models
Zemin Huang, Zhiyang Chen, Zijun Wang et al.
NEURIPS 2025arXiv:2505.10446
37
citations
Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models
Yiran Guo, Lijie Xu, Jie Liu et al.
NEURIPS 2025arXiv:2505.23564
18
citations
SPC: Evolving Self-Play Critic via Adversarial Games for LLM Reasoning
Jiaqi Chen, Bang Zhang, Ruotian Ma et al.
NEURIPS 2025arXiv:2504.19162
23
citations
What Makes Large Language Models Reason in (Multi-Turn) Code Generation?
Kunhao Zheng, Juliette Decugis, Jonas Gehring et al.
ICLR 2025arXiv:2410.08105
34
citations
Which Data Attributes Stimulate Math and Code Reasoning? An Investigation via Influence Functions
Siqi Kou, Qingyuan Tian, Hanwen Xu et al.
NEURIPS 2025arXiv:2505.19949
4
citations
DQ-LoRe: Dual Queries with Low Rank Approximation Re-ranking for In-Context Learning
Jing Xiong, Zixuan Li, Chuanyang Zheng et al.
ICLR 2024arXiv:2310.02954
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model
Mikail Khona, Maya Okawa, Jan Hula et al.
ICML 2024arXiv:2402.07757
10
citations