Parameter-Efficient Multi-View Proficiency Estimation: From Discriminative Classification to Generative Feedback Paper • 2605.03848 • Published 3 days ago • 2
Programming with Data: Test-Driven Data Engineering for Self-Improving LLMs from Raw Corpora Paper • 2604.24819 • Published 11 days ago • 86
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published 16 days ago • 239
HP-Edit: A Human-Preference Post-Training Framework for Image Editing Paper • 2604.19406 • Published 17 days ago • 6
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published Mar 20 • 350
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning Paper • 2603.04597 • Published Mar 4 • 210
Does Your Reasoning Model Implicitly Know When to Stop Thinking? Paper • 2602.08354 • Published Feb 9 • 264
VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training Paper • 2602.10693 • Published Feb 11 • 220
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models Paper • 2602.22859 • Published Feb 26 • 151