"language model reasoning" Papers
15 papers found
Conference
CGBench: Benchmarking Language Model Scientific Reasoning for Clinical Genetics Research
Owen Queen, Harrison Zhang, James Zou
NEURIPS 2025arXiv:2510.11985
Conformal Language Model Reasoning with Coherent Factuality
Maxon Rubin-Toles, Maya Gambhir, Keshav Ramji et al.
ICLR 2025arXiv:2505.17126
6
citations
Dependency Matters: Enhancing LLM Reasoning with Explicit Knowledge Grounding
Xiangyu Wen, Min Li, Junhua Huang et al.
NEURIPS 2025
Language Models can Self-Improve at State-Value Estimation for Better Search
Ethan Mendes, Alan Ritter
NEURIPS 2025spotlightarXiv:2503.02878
4
citations
Learning to Better Search with Language Models via Guided Reinforced Self-Training
Seungyong Moon, Bumsoo Park, Hyun Oh Song
NEURIPS 2025arXiv:2410.02992
3
citations
Linguini: A benchmark for language-agnostic linguistic reasoning
Eduardo Sánchez, Belen Alastruey, Christophe Ropers et al.
NEURIPS 2025arXiv:2409.12126
13
citations
Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning
Wang Yang, Zirui Liu, Hongye Jin et al.
NEURIPS 2025arXiv:2505.17315
3
citations
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation
HsiaoYuan Hsu, Yuxin Peng
CVPR 2025arXiv:2505.07843
8
citations
Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning
Jaehun Jung, Seungju Han, Ximing Lu et al.
NEURIPS 2025spotlightarXiv:2505.20161
17
citations
UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation
Xianwei Zhuang, Zhihong Zhu, Zhichang Wang et al.
ICLR 2025
7
citations
Chain of Code: Reasoning with a Language Model-Augmented Code Emulator
Chengshu Li, Jacky Liang, Andy Zeng et al.
ICML 2024arXiv:2312.04474
135
citations
GLoRe: When, Where, and How to Improve LLM Reasoning via Global and Local Refinements
Alexander Havrilla, Sharath Chandra Raparthy, Christoforos Nalmpantis et al.
ICML 2024arXiv:2402.10963
102
citations
Improving Factuality and Reasoning in Language Models through Multiagent Debate
Yilun Du, Shuang Li, Antonio Torralba et al.
ICML 2024arXiv:2305.14325
1274
citations
Improving Open-Ended Text Generation via Adaptive Decoding
Wenhong Zhu, Hongkun Hao, Zhiwei He et al.
ICML 2024arXiv:2402.18223
18
citations
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation
Xinyi Wang, Alfonso Amayuelas, Kexun Zhang et al.
ICML 2024arXiv:2402.03268
25
citations