VL-Cogito: Progressive Curriculum Reinforcement Learning for Advanced Multimodal Reasoning Paper • 2507.22607 • Published Jul 30 • 46
ReasonMed: A 370K Multi-Agent Generated Dataset for Advancing Medical Reasoning Paper • 2506.09513 • Published Jun 11 • 100
Exploiting Reasoning Chains for Multi-hop Science Question Answering Paper • 2109.02905 • Published Sep 7, 2021 • 1
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Paper • 2212.04755 • Published Dec 9, 2022
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
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths Paper • 2410.10858 • Published Oct 7, 2024
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper • 2506.07044 • Published Jun 8 • 114
SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages Paper • 2407.19672 • Published Jul 29, 2024 • 58
On the Transformations across Reward Model, Parameter Update, and In-Context Prompt Paper • 2406.16377 • Published Jun 24, 2024 • 13
Reasons to Reject? Aligning Language Models with Judgments Paper • 2312.14591 • Published Dec 22, 2023 • 19