SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills Paper • 2504.07079 • Published 12 days ago • 11
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published 21 days ago • 251
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 • 16
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Paper • 2503.00808 • Published Mar 2 • 57
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published 28 days ago • 30
SkyLadder: Better and Faster Pretraining via Context Window Scheduling Paper • 2503.15450 • Published Mar 19 • 11
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines Paper • 2502.14739 • Published Feb 20 • 103
Sailor2: Sailing in South-East Asia with Inclusive Multilingual LLMs Paper • 2502.12982 • Published Feb 18 • 16
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22 • 384
CodeRAG-Bench: Can Retrieval Augment Code Generation? Paper • 2406.14497 • Published Jun 20, 2024 • 2
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks Paper • 2412.14161 • Published Dec 18, 2024 • 52
Diving into Self-Evolving Training for Multimodal Reasoning Paper • 2412.17451 • Published Dec 23, 2024 • 44
Diving into Self-Evolving Training for Multimodal Reasoning Paper • 2412.17451 • Published Dec 23, 2024 • 44
When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training Paper • 2411.13476 • Published Nov 20, 2024 • 16
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? Paper • 2407.10956 • Published Jul 15, 2024 • 7