Agent Data Protocol: Unifying Datasets for Diverse, Effective Fine-tuning of LLM Agents Paper • 2510.24702 • Published Oct 28, 2025 • 28
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published Oct 29, 2025 • 45
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 30 days ago • 36
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published 24 days ago • 43
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models Paper • 2512.02014 • Published Dec 1, 2025 • 71
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 282
MME-CC: A Challenging Multi-Modal Evaluation Benchmark of Cognitive Capacity Paper • 2511.03146 • Published Nov 5, 2025 • 7
RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization Paper • 2511.04285 • Published Nov 6, 2025 • 7
MVU-Eval: Towards Multi-Video Understanding Evaluation for Multimodal LLMs Paper • 2511.07250 • Published Nov 10, 2025 • 17
DiscoX: Benchmarking Discourse-Level Translation task in Expert Domains Paper • 2511.10984 • Published Nov 14, 2025 • 4
Scaling Agent Learning via Experience Synthesis Paper • 2511.03773 • Published Nov 5, 2025 • 81
VideoScore2: Think before You Score in Generative Video Evaluation Paper • 2509.22799 • Published Sep 26, 2025 • 25
Towards Personalized Deep Research: Benchmarks and Evaluations Paper • 2509.25106 • Published Sep 29, 2025 • 29
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution Paper • 2509.25301 • Published Sep 29, 2025 • 19
Knapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation Paper • 2509.25849 • Published Sep 30, 2025 • 47
OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs Paper • 2510.10689 • Published Oct 12, 2025 • 46
ACADREASON: Exploring the Limits of Reasoning Models with Academic Research Problems Paper • 2510.11652 • Published Oct 13, 2025 • 29