ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Paper β’ 2311.16989 β’ Published Nov 28, 2023
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework Paper β’ 2305.03268 β’ Published May 5, 2023 β’ 3
Retrieving Multimodal Information for Augmented Generation: A Survey Paper β’ 2303.10868 β’ Published Mar 20, 2023
How Much are LLMs Contaminated? A Comprehensive Survey and the LLMSanitize Library Paper β’ 2404.00699 β’ Published Mar 31, 2024
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks Paper β’ 2410.01428 β’ Published Oct 2, 2024 β’ 1
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Paper β’ 2504.00993 β’ Published Apr 1, 2025 β’ 3
Multi-Agent Tool-Integrated Policy Optimization Paper β’ 2510.04678 β’ Published Oct 6, 2025 β’ 31
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper β’ 2511.16334 β’ Published Nov 20, 2025 β’ 96
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Paper β’ 2511.20785 β’ Published Nov 25, 2025 β’ 189
MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification Paper β’ 2603.15726 β’ Published 21 days ago β’ 184
MOOSE-Star: Unlocking Tractable Training for Scientific Discovery by Breaking the Complexity Barrier Paper β’ 2603.03756 β’ Published Mar 4 β’ 89
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders Paper β’ 2603.06569 β’ Published about 1 month ago β’ 118
VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding Paper β’ 2501.13106 β’ Published Jan 22, 2025 β’ 91
What Is a Good Caption? A Comprehensive Visual Caption Benchmark for Evaluating Both Correctness and Thoroughness Paper β’ 2502.14914 β’ Published Feb 19, 2025
MMR1: Enhancing Multimodal Reasoning with Variance-Aware Sampling and Open Resources Paper β’ 2509.21268 β’ Published Sep 25, 2025 β’ 104
N3D-VLM: Native 3D Grounding Enables Accurate Spatial Reasoning in Vision-Language Models Paper β’ 2512.16561 β’ Published Dec 18, 2025 β’ 20
Chain of Ideas: Revolutionizing Research in Novel Idea Development with LLM Agents Paper β’ 2410.13185 β’ Published Oct 17, 2024 β’ 5
Focus on the Whole Character: Discriminative Character Modeling for Scene Text Recognition Paper β’ 2407.05562 β’ Published Jul 8, 2024
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM Paper β’ 2501.00599 β’ Published Dec 31, 2024 β’ 46