QuantaAlpha: An Evolutionary Framework for LLM-Driven Alpha Mining Paper • 2602.07085 • Published 6 days ago • 176
view article Article Community Evals: Because we're done trusting black-box leaderboards over the community +5 8 days ago • 62
Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives Paper • 2601.20833 • Published 14 days ago • 175
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published 28 days ago • 126
Watching, Reasoning, and Searching: A Video Deep Research Benchmark on Open Web for Agentic Video Reasoning Paper • 2601.06943 • Published Jan 11 • 211
User-Oriented Multi-Turn Dialogue Generation with Tool Use at scale Paper • 2601.08225 • Published about 1 month ago • 52
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization Paper • 2601.05242 • Published Jan 8 • 225
Entropy-Adaptive Fine-Tuning: Resolving Confident Conflicts to Mitigate Forgetting Paper • 2601.02151 • Published Jan 5 • 108
Can LLMs Predict Their Own Failures? Self-Awareness via Internal Circuits Paper • 2512.20578 • Published Dec 23, 2025 • 86
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times Paper • 2512.16093 • Published Dec 18, 2025 • 95
DEER: Draft with Diffusion, Verify with Autoregressive Models Paper • 2512.15176 • Published Dec 17, 2025 • 44
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Paper • 2512.04324 • Published Dec 3, 2025 • 154
view article Article Transformers v5: Simple model definitions powering the AI ecosystem +2 Dec 1, 2025 • 296