Papers

• On the Optimal Reasoning Length for RL-Trained Language Models (2026)
  Daisuke Nohara et al.
  1.94
• Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs (2026)
  Fahd Seddik et al.
  1.94
• Stop When Reasoning Converges: Semantic-Preserving Early Exit for Reasoning Models (2026)
  Dehai Min et al.
  1.89
• Agentic Reasoning for Large Language Models (2026)
  Tianxin Wei et al.
  1.67
• HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs (2025)
  Tin Nguyen et al.
  1.28
• Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning (2025)
  Yibin Wang et al.
  1.28
• MovieCORE: COgnitive REasoning in Movies (2025)
  Gueter Josmy Faure et al.
  1.28
• GRPO-MA: Multi-Answer Generation in GRPO for Stable and Efficient Chain-of-Thought Training (2025)
  Hongcheng Wang et al.
  1.28
• MixReasoning: Switching Modes to Think (2025)
  Haiquan Lu et al.
  1.28
• Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving (2025)
  Songyang Gao et al.
  1.28
• From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought (2023)
  Lionel Wong et al.
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