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upvoted 5 papers 2 months ago

Improving Data and Reward Design for Scientific Reasoning in Large Language Models

Paper • 2602.08321 • Published Feb 9 • 43

Context Compression via Explicit Information Transmission

Paper • 2602.03784 • Published Feb 3 • 15

Fundamental Reasoning Paradigms Induce Out-of-Domain Generalization in Language Models

Paper • 2602.08658 • Published Feb 9 • 13

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

Paper • 2602.01734 • Published Feb 2 • 32

Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation

Paper • 2602.02007 • Published Feb 2 • 18

upvoted 2 papers 3 months ago

Chain Of Thought Compression: A Theoritical Analysis

Paper • 2601.21576 • Published Jan 29 • 20

An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift

Paper • 2601.05882 • Published Jan 9 • 21

upvoted a paper 6 months ago

Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States

Paper • 2510.11052 • Published Oct 13, 2025 • 52

upvoted 3 papers 8 months ago

Analysing Chain of Thought Dynamics: Active Guidance or Unfaithful Post-hoc Rationalisation?

Paper • 2508.19827 • Published Aug 27, 2025 • 33

Spectrum Projection Score: Aligning Retrieved Summaries with Reader Models in Retrieval-Augmented Generation

Paper • 2508.05909 • Published Aug 8, 2025 • 21

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems

Paper • 2508.07407 • Published Aug 10, 2025 • 99