AgentFold: Long-Horizon Web Agents with Proactive Context Management Paper • 2510.24699 • Published 5 days ago • 62
AgentFrontier: Expanding the Capability Frontier of LLM Agents with ZPD-Guided Data Synthesis Paper • 2510.24695 • Published 5 days ago • 21
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions Paper • 2510.05318 • Published 27 days ago • 21
R1-Fuzz: Specializing Language Models for Textual Fuzzing via Reinforcement Learning Paper • 2509.20384 • Published Sep 21 • 1
ReSum: Unlocking Long-Horizon Search Intelligence via Context Summarization Paper • 2509.13313 • Published Sep 16 • 77
Towards General Agentic Intelligence via Environment Scaling Paper • 2509.13311 • Published Sep 16 • 70
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research Paper • 2509.13312 • Published Sep 16 • 105
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7 • 137