SWE-QA-Pro: A Representative Benchmark and Scalable Training Recipe for Repository-Level Code Understanding Paper • 2603.16124 • Published Mar 17 • 3
Nemotron 3 Ultra: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning Paper • 2606.15007 • Published Jun 12 • 19
Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion Paper • 2606.14885 • Published Jun 12 • 11
YuE: Scaling Open Foundation Models for Long-Form Music Generation Paper • 2503.08638 • Published Mar 11, 2025 • 73
IWR-Bench: Can LVLMs reconstruct interactive webpage from a user interaction video? Paper • 2509.24709 • Published Sep 29, 2025 • 7
Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures Paper • 2510.14616 • Published Oct 16, 2025 • 13
COIG-Writer: A High-Quality Dataset for Chinese Creative Writing with Thought Processes Paper • 2510.14763 • Published Oct 16, 2025 • 14
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 67
Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization Paper • 2602.22675 • Published Feb 26 • 23
LoopCoder-v2: Only Loop Once for Efficient Test-Time Computation Scaling Paper • 2606.18023 • Published Jun 16 • 210
AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks? Paper • 2606.05080 • Published Jun 3 • 31
QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks Paper • 2605.24218 • Published May 22 • 46
Watch Before You Answer: Learning from Visually Grounded Post-Training Paper • 2604.05117 • Published Apr 6 • 36