ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning Paper • 2510.27492 • Published 22 days ago • 79
INT v.s. FP: A Comprehensive Study of Fine-Grained Low-bit Quantization Formats Paper • 2510.25602 • Published 23 days ago • 71
Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization Paper • 2510.13554 • Published Oct 15 • 57
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use Paper • 2509.24002 • Published Sep 28 • 171
Language Models Can Learn from Verbal Feedback Without Scalar Rewards Paper • 2509.22638 • Published Sep 26 • 67
VIKI-R: Coordinating Embodied Multi-Agent Cooperation via Reinforcement Learning Paper • 2506.09049 • Published Jun 10 • 36
CPGD: Toward Stable Rule-based Reinforcement Learning for Language Models Paper • 2505.12504 • Published May 18 • 24
MM-PRM: Enhancing Multimodal Mathematical Reasoning with Scalable Step-Level Supervision Paper • 2505.13427 • Published May 19 • 26
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space Paper • 2504.13835 • Published Apr 18 • 38
PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models Paper • 2503.12545 • Published Mar 16 • 6
Creation-MMBench: Assessing Context-Aware Creative Intelligence in MLLM Paper • 2503.14478 • Published Mar 18 • 48
IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models Paper • 2501.13920 • Published Jan 23 • 19
PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs Paper • 2410.05265 • Published Oct 7, 2024 • 33
Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation Paper • 2410.05363 • Published Oct 7, 2024 • 45
MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models Paper • 2408.02718 • Published Aug 5, 2024 • 62