NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published Dec 14, 2025 • 43
AutoMV: An Automatic Multi-Agent System for Music Video Generation Paper • 2512.12196 • Published Dec 13, 2025 • 5
Encyclo-K: Evaluating LLMs with Dynamically Composed Knowledge Statements Paper • 2512.24867 • Published 21 days ago • 1
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published 22 days ago • 58
AInsteinBench: Benchmarking Coding Agents on Scientific Repositories Paper • 2512.21373 • Published 29 days ago
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published 12 days ago • 48
Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models Paper • 2512.13607 • Published Dec 15, 2025 • 33
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published Dec 14, 2025 • 43
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published Nov 23, 2025 • 293
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
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