Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
Paper • 2605.05242 • Published • 68
GuoLiangTang
Tommy930
AI & ML interests
LLM，NLP，ML
Recent Activity
upvoted a paper about 21 hours ago
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction upvoted a paper 2 days ago
Audio-Visual Intelligence in Large Foundation Models upvoted a paper 2 days ago
Balanced Aggregation: Understanding and Fixing Aggregation Bias in GRPOOrganizations
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upvoted a paper about 21 hours ago
upvoted 12
papers 2 days ago
Audio-Visual Intelligence in Large Foundation Models
Paper • 2605.04045 • Published • 26
Balanced Aggregation: Understanding and Fixing Aggregation Bias in GRPO
Paper • 2605.04077 • Published • 3
MARBLE: Multi-Aspect Reward Balance for Diffusion RL
Paper • 2605.06507 • Published • 34
AI Co-Mathematician: Accelerating Mathematicians with Agentic AI
Paper • 2605.06651 • Published • 9
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning
Paper • 2605.06130 • Published • 61
Can RL Teach Long-Horizon Reasoning to LLMs? Expressiveness Is Key
Paper • 2605.06638 • Published • 11
SkillOS: Learning Skill Curation for Self-Evolving Agents
Paper • 2605.06614 • Published • 30
A^2TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping
Paper • 2605.06200 • Published • 10
MiA-Signature: Approximating Global Activation for Long-Context Understanding
Paper • 2605.06416 • Published • 48
Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes
Paper • 2605.05724 • Published • 12
Continuous Latent Diffusion Language Model
Paper • 2605.06548 • Published • 54
MiniCPM-o 4.5: Towards Real-Time Full-Duplex Omni-Modal Interaction
Paper • 2604.27393 • Published • 57
upvoted 7
papers 3 days ago
Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learning
Paper • 2605.02913 • Published • 7
Skills-Coach: A Self-Evolving Skill Optimizer via Training-Free GRPO
Paper • 2604.27488 • Published • 5
ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
Paper • 2605.03042 • Published • 99
MedSkillAudit: A Domain-Specific Audit Framework for Medical Research Agent Skills
Paper • 2604.20441 • Published • 3
Lightning Unified Video Editing via In-Context Sparse Attention
Paper • 2605.04569 • Published • 12
Awaking Spatial Intelligence in Unified Multimodal Understanding and Generation
Paper • 2605.04128 • Published • 12
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
Paper • 2605.04018 • Published • 30