ExpSeek: Self-Triggered Experience Seeking for Web Agents Paper • 2601.08605 • Published 21 days ago • 16
MegaFlow: Large-Scale Distributed Orchestration System for the Agentic Era Paper • 2601.07526 • Published 22 days ago • 23
AgentOCR: Reimagining Agent History via Optical Self-Compression Paper • 2601.04786 • Published 26 days ago • 29
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies Paper • 2512.19673 • Published Dec 22, 2025 • 64
ARIA: Training Language Agents with Intention-Driven Reward Aggregation Paper • 2506.00539 • Published May 31, 2025 • 30
Think Only When You Need with Large Hybrid-Reasoning Models Paper • 2505.14631 • Published May 20, 2025 • 20
Think on your Feet: Adaptive Thinking via Reinforcement Learning for Social Agents Paper • 2505.02156 • Published May 4, 2025 • 18
DAPO: An Open-Source LLM Reinforcement Learning System at Scale Paper • 2503.14476 • Published Mar 18, 2025 • 144
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Paper • 2412.15204 • Published Dec 19, 2024 • 38
DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling Paper • 2412.04905 • Published Dec 6, 2024 • 8
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization Paper • 2410.08815 • Published Oct 11, 2024 • 47
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends Paper • 2409.14195 • Published Sep 21, 2024 • 12
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct Paper • 2409.05840 • Published Sep 9, 2024 • 49
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA Paper • 2406.17419 • Published Jun 25, 2024 • 17