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![论文评述] From Perception to Cognition: A Survey of Vision-Language Interactive Reasoning in Multimodal Large Language Models](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/from-perception-to-cognition-a-survey-of-vision-language-interactive-reasoning-in-multimodal-large-language-models-1.png)
![论文评述] Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/neuro-symbolic-artificial-intelligence-towards-improving-the-reasoning-abilities-of-large-language-models-2.png)
![论文评述] Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/modular-machine-learning-an-indispensable-path-towards-new-generation-large-language-models-2.png)
![论文评述] A Survey on Large Language Models for Mathematical Reasoning](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-survey-on-large-language-models-for-mathematical-reasoning-1.png)
![论文评述] Systematic Abductive Reasoning via Diverse Relation Representations in Vector-symbolic Architecture](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/systematic-abductive-reasoning-via-diverse-relation-representations-in-vector-symbolic-architecture-1.png)
