Context Forcing: Consistent Autoregressive Video Generation with Long Context Paper • 2602.06028 • Published 3 days ago • 29
Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities Paper • 2601.21937 • Published 10 days ago • 17
ConceptMoE: Adaptive Token-to-Concept Compression for Implicit Compute Allocation Paper • 2601.21420 • Published 10 days ago • 42
Paying Less Generalization Tax: A Cross-Domain Generalization Study of RL Training for LLM Agents Paper • 2601.18217 • Published 13 days ago • 11
Scaling Zero-Shot Reference-to-Video Generation Paper • 2512.06905 • Published Dec 7, 2025 • 29
OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory Paper • 2512.07802 • Published Dec 8, 2025 • 45
HiStream: Efficient High-Resolution Video Generation via Redundancy-Eliminated Streaming Paper • 2512.21338 • Published Dec 24, 2025 • 22
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published Dec 14, 2025 • 45
AutoMV: An Automatic Multi-Agent System for Music Video Generation Paper • 2512.12196 • Published Dec 13, 2025 • 6
Encyclo-K: Evaluating LLMs with Dynamically Composed Knowledge Statements Paper • 2512.24867 • Published Dec 31, 2025 • 1
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 64
AInsteinBench: Benchmarking Coding Agents on Scientific Repositories Paper • 2512.21373 • Published Dec 24, 2025
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning Paper • 2601.06002 • Published 30 days ago • 52
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
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published Dec 14, 2025 • 45