Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers Paper • 2506.23918 • Published 5 days ago • 27
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models Paper • 2506.05176 • Published 30 days ago • 62
Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Paper • 2506.04207 • Published about 1 month ago • 46
MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning Paper • 2505.10557 • Published May 15 • 47
SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond Paper • 2505.19641 • Published May 26 • 66
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models Paper • 2505.22617 • Published May 28 • 123
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Paper • 2505.19897 • Published May 26 • 102
AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting Paper • 2505.18822 • Published May 24 • 14
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping Paper • 2505.15612 • Published May 21 • 33
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning Paper • 2505.08617 • Published May 13 • 42
OpenThinkIMG Collection OpenThinkIMG is an end-to-end open-source framework that empowers LVLMs to think with images. • 6 items • Updated 1 day ago • 3
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published Mar 27 • 39
VLM^2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues Paper • 2502.12084 • Published Feb 17 • 30
Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback Paper • 2501.12895 • Published Jan 22 • 62
Timo: Towards Better Temporal Reasoning for Language Models Paper • 2406.14192 • Published Jun 20, 2024 • 1
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change Paper • 2210.17127 • Published Oct 31, 2022 • 1
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models Paper • 2501.03124 • Published Jan 6 • 14