Context Compression via Explicit Information Transmission Paper • 2602.03784 • Published 9 days ago • 14
Youtu-LLM: Unlocking the Native Agentic Potential for Lightweight Large Language Models Paper • 2512.24618 • Published Dec 31, 2025 • 150
An Empirical Study on Preference Tuning Generalization and Diversity Under Domain Shift Paper • 2601.05882 • Published Jan 9 • 21
Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation Paper • 2602.02007 • Published 10 days ago • 12
SSA: Sparse Sparse Attention by Aligning Full and Sparse Attention Outputs in Feature Space Paper • 2511.20102 • Published Nov 25, 2025 • 27
Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States Paper • 2510.11052 • Published Oct 13, 2025 • 52
Language Models Can Learn from Verbal Feedback Without Scalar Rewards Paper • 2509.22638 • Published Sep 26, 2025 • 70
IntrEx: A Dataset for Modeling Engagement in Educational Conversations Paper • 2509.06652 • Published Sep 8, 2025 • 26
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 • 98