DLLM-Searcher: Adapting Diffusion Large Language Model for Search Agents Paper • 2602.07035 • Published 12 days ago • 30
When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs Paper • 2601.11000 • Published 30 days ago • 26
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching Paper • 2601.10712 • Published about 1 month ago • 24
OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System Paper • 2509.18091 • Published Sep 22, 2025 • 34