Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents Paper • 2510.24702 • Published Oct 28, 2025 • 29
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published Oct 29, 2025 • 46
Simulating Environments with Reasoning Models for Agent Training Paper • 2511.01824 • Published Nov 3, 2025 • 2
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published Dec 8, 2025 • 38
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published Dec 8, 2025 • 38
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published Dec 8, 2025 • 38 • 3
VisCoder2: Building Multi-Language Visualization Coding Agents Paper • 2510.23642 • Published Oct 24, 2025 • 22
Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents Paper • 2510.24702 • Published Oct 28, 2025 • 29
Small Models Struggle to Learn from Strong Reasoners Paper • 2502.12143 • Published Feb 17, 2025 • 39
Evaluating Vision-Language Models as Evaluators in Path Planning Paper • 2411.18711 • Published Nov 27, 2024
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search Paper • 2503.10582 • Published Mar 13, 2025 • 24
Scaling Evaluation-time Compute with Reasoning Models as Process Evaluators Paper • 2503.19877 • Published Mar 25, 2025 • 1
VisualPuzzles: Decoupling Multimodal Reasoning Evaluation from Domain Knowledge Paper • 2504.10342 • Published Apr 14, 2025 • 11
Speculative Thinking: Enhancing Small-Model Reasoning with Large Model Guidance at Inference Time Paper • 2504.12329 • Published Apr 12, 2025