AgentBaton: Efficient Model Collaboration in Agentic Tasks Paper • 2610.35959 • Published 21 days ago • 23
CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction Paper • 2502.07316 • Published Feb 11, 2025 • 51
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published Oct 29, 2025 • 48
AgentBaton: Efficient Model Collaboration in Agentic Tasks Paper • 2610.35959 • Published 21 days ago • 23
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2, 2025 • 84
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories? Paper • 2507.12415 • Published Jul 16, 2025 • 43
ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention Paper • 2507.01004 • Published Jul 1, 2025 • 10
OctoThinker: Mid-training Incentivizes Reinforcement Learning Scaling Paper • 2506.20512 • Published Jun 25, 2025 • 49
Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective Paper • 2506.14965 • Published Jun 17, 2025 • 50
General-Reasoner: Advancing LLM Reasoning Across All Domains Paper • 2505.14652 • Published May 20, 2025 • 24
SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills Paper • 2504.07079 • Published Apr 9, 2025 • 12
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31, 2025 • 304
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Paper • 2411.07763 • Published Nov 12, 2024 • 2
When Attention Sink Emerges in Language Models: An Empirical View Paper • 2410.10781 • Published Oct 14, 2024
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs Paper • 2502.12982 • Published Feb 18, 2025 • 19
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Paper • 2503.00808 • Published Mar 2, 2025 • 57