GFT: From Imitation to Reward Fine-Tuning with Unbiased Group Advantages and Dynamic Coefficient Rectification Paper • 2604.14258 • Published 12 days ago • 23
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Paper • 2311.16989 • Published Nov 28, 2023
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework Paper • 2305.03268 • Published May 5, 2023 • 3
Retrieving Multimodal Information for Augmented Generation: A Survey Paper • 2303.10868 • Published Mar 20, 2023
How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library Paper • 2404.00699 • Published Mar 31, 2024
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks Paper • 2410.01428 • Published Oct 2, 2024 • 1
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Paper • 2504.00993 • Published Apr 1, 2025 • 3
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper • 2511.16334 • Published Nov 20, 2025 • 96
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Paper • 2511.20785 • Published Nov 25, 2025 • 189
MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification Paper • 2603.15726 • Published Mar 16 • 185
MOOSE-Star: Unlocking Tractable Training for Scientific Discovery by Breaking the Complexity Barrier Paper • 2603.03756 • Published Mar 4 • 89
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders Paper • 2603.06569 • Published Mar 6 • 119
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding Paper • 2501.13106 • Published Jan 22, 2025 • 91
What Is a Good Caption? A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Thoroughness Paper • 2502.14914 • Published Feb 19, 2025
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Paper • 2509.21268 • Published Sep 25, 2025 • 104
N3D-VLM: Native 3D Grounding Enables Accurate Spatial Reasoning in Vision-Language Models Paper • 2512.16561 • Published Dec 18, 2025 • 20
Chain of Ideas: Revolutionizing Research in Novel Idea Development with LLM Agents Paper • 2410.13185 • Published Oct 17, 2024 • 5
Focus on the Whole Character: Discriminative Character Modeling for Scene Text Recognition Paper • 2407.05562 • Published Jul 8, 2024
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM Paper • 2501.00599 • Published Dec 31, 2024 • 46