ARIA: Training Language Agents with Intention-Driven Reward Aggregation Paper • 2506.00539 • Published May 31 • 30
Think Only When You Need with Large Hybrid-Reasoning Models Paper • 2505.14631 • Published May 20 • 20
Think on your Feet: Adaptive Thinking via Reinforcement Learning for Social Agents Paper • 2505.02156 • Published May 4 • 18
DAPO: An Open-Source LLM Reinforcement Learning System at Scale Paper • 2503.14476 • Published Mar 18 • 142
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks Paper • 2412.15204 • Published Dec 19, 2024 • 37
DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling Paper • 2412.04905 • Published Dec 6, 2024 • 9
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 • 13
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