SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published Sep 2, 2025 • 83
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories? Paper • 2507.12415 • Published Jul 16, 2025 • 42
ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention Paper • 2507.01004 • Published Jul 1, 2025 • 10
General-Reasoner: Advancing LLM Reasoning Across All Domains Paper • 2505.14652 • Published May 20, 2025 • 24
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 • 56
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published Mar 24, 2025 • 31
SkyLadder: Better and Faster Pretraining via Context Window Scheduling Paper • 2503.15450 • Published Mar 19, 2025 • 12
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Models Paper • 2310.15147 • Published Oct 23, 2023 • 2
MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models Paper • 2402.12851 • Published Feb 20, 2024 • 2
Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent Paper • 2402.13717 • Published Feb 21, 2024 • 3
OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments Paper • 2404.07972 • Published Apr 11, 2024 • 51
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? Paper • 2407.10956 • Published Jul 15, 2024 • 7
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows Paper • 2411.07763 • Published Nov 12, 2024 • 2