Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models Paper • 2603.01571 • Published Mar 2 • 33
RubricBench: Aligning Model-Generated Rubrics with Human Standards Paper • 2603.01562 • Published Mar 2 • 63
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration Paper • 2602.03786 • Published Feb 3 • 90
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published Jan 14 • 127
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning Paper • 2511.19304 • Published Nov 24, 2025 • 92
Scaling Latent Reasoning via Looped Language Models Paper • 2510.25741 • Published Oct 29, 2025 • 229
ReCode: Unify Plan and Action for Universal Granularity Control Paper • 2510.23564 • Published Oct 27, 2025 • 123
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26, 2025 • 104
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models Paper • 2403.13372 • Published Mar 20, 2024 • 183
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems Paper • 2504.01990 • Published Mar 31, 2025 • 305
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving Paper • 2504.02605 • Published Apr 3, 2025 • 48
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework Paper • 2404.14619 • Published Apr 22, 2024 • 126
BitNet: Scaling 1-bit Transformers for Large Language Models Paper • 2310.11453 • Published Oct 17, 2023 • 107