OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models Paper • 2607.28609 • Published 14 days ago • 70
LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening Paper • 2605.19597 • Published May 19 • 21
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company Paper • 2604.22446 • Published Apr 24 • 125
BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning Paper • 2603.04918 • Published Mar 5 • 56
OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens Paper • 2603.02138 • Published Mar 2 • 151
Does Your Reasoning Model Implicitly Know When to Stop Thinking? Paper • 2602.08354 • Published Feb 9 • 267
CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models Paper • 2602.17684 • Published Feb 4 • 23
MOSS-Audio-Tokenizer: Scaling Audio Tokenizers for Future Audio Foundation Models Paper • 2602.10934 • Published Feb 11 • 50
Can Deep Research Agents Find and Organize? Evaluating the Synthesis Gap with Expert Taxonomies Paper • 2601.12369 • Published Jan 18 • 4
MOVA: Towards Scalable and Synchronized Video-Audio Generation Paper • 2602.08794 • Published Feb 9 • 159
TIDE: Trajectory-based Diagnostic Evaluation of Test-Time Improvement in LLM Agents Paper • 2602.02196 • Published Feb 2 • 35
ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development Paper • 2601.11077 • Published Jan 16 • 67
OS-Symphony: A Holistic Framework for Robust and Generalist Computer-Using Agent Paper • 2601.07779 • Published Jan 12 • 28
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs Paper • 2512.07525 • Published Dec 8, 2025 • 60