Exploiting Reasoning Chains for Multi-hop Science Question Answering Paper β’ 2109.02905 β’ Published Sep 7, 2021 β’ 1
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Model to Pre-trained Machine Reader Paper β’ 2212.04755 β’ Published Dec 9, 2022
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
Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths Paper β’ 2410.10858 β’ Published Oct 7, 2024
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning Paper β’ 2506.07044 β’ Published 4 days ago β’ 92
EOC-Bench: Can MLLMs Identify, Recall, and Forecast Objects in an Egocentric World? Paper β’ 2506.05287 β’ Published 6 days ago β’ 14
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search Paper β’ 2505.19209 β’ Published 18 days ago β’ 24
100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models Paper β’ 2505.00551 β’ Published May 1 β’ 37
100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models Paper β’ 2505.00551 β’ Published May 1 β’ 37
Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks Paper β’ 2503.21696 β’ Published Mar 27 β’ 22
MagicComp: Training-free Dual-Phase Refinement for Compositional Video Generation Paper β’ 2503.14428 β’ Published Mar 18 β’ 9