OBELICS: An Open Web-Scale Filtered Dataset of Interleaved Image-Text Documents Paper • 2306.16527 • Published Jun 21, 2023 • 48
Reasoning Models Struggle to Control their Chains of Thought Paper • 2603.05706 • Published Mar 5 • 42
STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving Paper • 2502.00212 • Published Jan 31, 2025 • 4
MPIE-Bench: Benchmarking Anatomically Plausible Multi-Person Interaction Editing Paper • 2607.27616 • Published Jul 30 • 40
Beyond Borrowed Histories: Person-Aligned User Simulation for Interactive Role-Playing Evaluation Paper • 2607.27816 • Published Jul 30 • 35
BM25 Wins at Scale: A Scaling Study of Retrieval-Augmented Generation Paradigms Paper • 2607.26497 • Published Jul 30 • 53
HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enchancement Paper • 2607.18217 • Published Jul 20 • 55
DomainShuttle: Freeform Open Domain Subject-driven Text-to-video Generation Paper • 2606.26058 • Published Jun 24 • 68
Masking Stale Observations Helps Search Agents -- Until It Doesn't: A Regime Map and Its Mechanism Paper • 2606.00408 • Published May 29 • 64
GoLongRL: Capability-Oriented Long Context Reinforcement Learning with Multitask Alignment Paper • 2605.19577 • Published May 19 • 59
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published May 7 • 74
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published May 3 • 126
Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation Paper • 2605.03849 • Published May 5 • 129
OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation Paper • 2604.18486 • Published Apr 20 • 95
Michelangelo: Long Context Evaluations Beyond Haystacks via Latent Structure Queries Paper • 2409.12640 • Published Sep 19, 2024 • 4
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management Paper • 2512.12967 • Published Dec 15, 2025 • 113
A-RAG: Scaling Agentic Retrieval-Augmented Generation via Hierarchical Retrieval Interfaces Paper • 2602.03442 • Published Feb 3 • 22