When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs Paper • 2601.11000 • Published 3 days ago • 15
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching Paper • 2601.10712 • Published 4 days ago • 21
RecoWorld: Building Simulated Environments for Agentic Recommender Systems Paper • 2509.10397 • Published Sep 12, 2025 • 7
OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System Paper • 2509.18091 • Published Sep 22, 2025 • 34