ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection Paper • 2601.09195 • Published 12 days ago • 15
SIN-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature Paper • 2601.10108 • Published 11 days ago • 7
SIN-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature Paper • 2601.10108 • Published 11 days ago • 7
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
A$^2$FM: An Adaptive Agent Foundation Model for Tool-Aware Hybrid Reasoning Paper • 2510.12838 • Published Oct 13, 2025 • 25
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems Paper • 2510.11652 • Published Oct 13, 2025 • 30
Attentions Help CNNs See Better: Attention-based Hybrid Image Quality Assessment Network Paper • 2204.10485 • Published Apr 22, 2022
The Unanticipated Asymmetry Between Perceptual Optimization and Assessment Paper • 2509.20878 • Published Sep 25, 2025 • 4
O-DisCo-Edit: Object Distortion Control for Unified Realistic Video Editing Paper • 2509.01596 • Published Sep 1, 2025 • 4
A.S.E: A Repository-Level Benchmark for Evaluating Security in AI-Generated Code Paper • 2508.18106 • Published Aug 25, 2025 • 348
TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Paper • 2508.17445 • Published Aug 24, 2025 • 80
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL Paper • 2508.13167 • Published Aug 6, 2025 • 129
AnyCap Project: A Unified Framework, Dataset, and Benchmark for Controllable Omni-modal Captioning Paper • 2507.12841 • Published Jul 17, 2025 • 42
Small Models Struggle to Learn from Strong Reasoners Paper • 2502.12143 • Published Feb 17, 2025 • 39