GenericAgent: A Token-Efficient Self-Evolving LLM Agent via Contextual Information Density Maximization (V1.0) Paper • 2604.17091 • Published 5 days ago • 7
Mind the Generation Process: Fine-Grained Confidence Estimation During LLM Generation Paper • 2508.12040 • Published Aug 16, 2025 • 14
A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models Paper • 2508.12903 • Published Aug 18, 2025 • 11