2025 "language model reasoning" Papers

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Conference

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Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Conformal Language Model Reasoning with Coherent Factuality

Maxon Rubin-Toles, Maya Gambhir, Keshav Ramji et al.

ICLR 2025posterarXiv:2505.17126
5
citations

Linguini: A benchmark for language-agnostic linguistic reasoning

Eduardo Sánchez, Belen Alastruey, Christophe Ropers et al.

NeurIPS 2025posterarXiv:2409.12126
12
citations

Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning

Wang Yang, Zirui Liu, Hongye Jin et al.

NeurIPS 2025posterarXiv:2505.17315
3
citations

Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning

Jaehun Jung, Seungju Han, Ximing Lu et al.

NeurIPS 2025spotlightarXiv:2505.20161
15
citations

UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation

Xianwei Zhuang, Zhihong Zhu, Zhichang Wang et al.

ICLR 2025poster
7
citations