Demystifying Reinforcement Learning in Agentic Reasoning Paper • 2510.11701 • Published 8 days ago • 30
DocReward: A Document Reward Model for Structuring and Stylizing Paper • 2510.11391 • Published 8 days ago • 26
QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs Paper • 2510.11696 • Published 8 days ago • 164
DITING: A Multi-Agent Evaluation Framework for Benchmarking Web Novel Translation Paper • 2510.09116 • Published 12 days ago • 94
FlashVSR: Towards Real-Time Diffusion-Based Streaming Video Super-Resolution Paper • 2510.12747 • Published 7 days ago • 33
Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks Paper • 2510.12635 • Published 7 days ago • 14
LLM Reasoning for Machine Translation: Synthetic Data Generation over Thinking Tokens Paper • 2510.11919 • Published 8 days ago • 4
Diffusion Transformers with Representation Autoencoders Paper • 2510.11690 • Published 8 days ago • 155
InteractiveOmni: A Unified Omni-modal Model for Audio-Visual Multi-turn Dialogue Paper • 2510.13747 • Published 6 days ago • 28
Bee: A High-Quality Corpus and Full-Stack Suite to Unlock Advanced Fully Open MLLMs Paper • 2510.13795 • Published 6 days ago • 46
The Art of Scaling Reinforcement Learning Compute for LLMs Paper • 2510.13786 • Published 6 days ago • 27
When Models Lie, We Learn: Multilingual Span-Level Hallucination Detection with PsiloQA Paper • 2510.04849 • Published 15 days ago • 105
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale Paper • 2510.14979 • Published 5 days ago • 64
TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar Paper • 2510.14972 • Published 5 days ago • 28
Attention Is All You Need for KV Cache in Diffusion LLMs Paper • 2510.14973 • Published 5 days ago • 34
PaddleOCR-VL: Boosting Multilingual Document Parsing via a 0.9B Ultra-Compact Vision-Language Model Paper • 2510.14528 • Published 6 days ago • 51
Large Language Models Do NOT Really Know What They Don't Know Paper • 2510.09033 • Published 12 days ago • 16
Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures Paper • 2510.14616 • Published 5 days ago • 10
LiveResearchBench: A Live Benchmark for User-Centric Deep Research in the Wild Paper • 2510.14240 • Published 6 days ago • 11
MoM: Mixtures of Scenario-Aware Document Memories for Retrieval-Augmented Generation Systems Paper • 2510.14252 • Published 6 days ago • 2
RAGCap-Bench: Benchmarking Capabilities of LLMs in Agentic Retrieval Augmented Generation Systems Paper • 2510.13910 • Published 7 days ago • 1
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science Paper • 2510.16872 • Published 2 days ago • 54
Glyph: Scaling Context Windows via Visual-Text Compression Paper • 2510.17800 • Published 1 day ago • 42
When to Ensemble: Identifying Token-Level Points for Stable and Fast LLM Ensembling Paper • 2510.15346 • Published 5 days ago • 26
Towards Mixed-Modal Retrieval for Universal Retrieval-Augmented Generation Paper • 2510.17354 • Published 1 day ago • 28
Visual Autoregressive Models Beat Diffusion Models on Inference Time Scaling Paper • 2510.16751 • Published 3 days ago • 19
Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI Paper • 2510.16720 • Published 3 days ago • 6
UltraCUA: A Foundation Model for Computer Use Agents with Hybrid Action Paper • 2510.17790 • Published 1 day ago • 3
AsyncVoice Agent: Real-Time Explanation for LLM Planning and Reasoning Paper • 2510.16156 • Published 4 days ago • 1
Knowledge-based Visual Question Answer with Multimodal Processing, Retrieval and Filtering Paper • 2510.14605 • Published 5 days ago • 3