Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text Paper • 2601.10355 • Published 12 days ago • 38
When Personalization Misleads: Understanding and Mitigating Hallucinations in Personalized LLMs Paper • 2601.11000 • Published 11 days ago • 26
MatchTIR Collection The official datasets and model checkpoints of MatchTIR. • 6 items • Updated 11 days ago • 3
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching Paper • 2601.10712 • Published 12 days ago • 24
Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn LLM Agents Paper • 2510.14967 • Published Oct 16, 2025 • 34
OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System Paper • 2509.18091 • Published Sep 22, 2025 • 34
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search Paper • 2505.14680 • Published May 20, 2025 • 9
JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization Paper • 2503.23377 • Published Mar 30, 2025 • 57
Think Before Recommend: Unleashing the Latent Reasoning Power for Sequential Recommendation Paper • 2503.22675 • Published Mar 28, 2025 • 36
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents Paper • 2503.08684 • Published Mar 11, 2025 • 5
Uncovering ChatGPT's Capabilities in Recommender Systems Paper • 2305.02182 • Published May 3, 2023 • 1
Length-Induced Embedding Collapse in Transformer-based Models Paper • 2410.24200 • Published Oct 31, 2024 • 2
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions Paper • 2410.08197 • Published Oct 10, 2024 • 2