Advancing Multimodal Reasoning: From Optimized Cold Start to Staged Reinforcement Learning Paper • 2506.04207 • Published about 1 month ago • 46
AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting Paper • 2505.18822 • Published May 24 • 14
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning Paper • 2505.08617 • Published May 13 • 42
A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, and Beyond Paper • 2503.21614 • Published Mar 27 • 39
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM Paper • 2408.12076 • Published Aug 22, 2024 • 12
Timo: Towards Better Temporal Reasoning for Language Models Paper • 2406.14192 • Published Jun 20, 2024 • 1
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information Paper • 2409.14083 • Published Sep 21, 2024
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change Paper • 2210.17127 • Published Oct 31, 2022 • 1