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cs.AI2025
Semantic-Aware Logical Reasoning via a Semiotic Framework
Yunyao Zhang, Xinglang Zhang, Junxi Sheng +5
Logical reasoning is a fundamental capability of large language models. However, existing studies often overlook the interaction between logical complexity and semantic complexity,…
cs.AI2024
Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model
Wenbing Li, Hang Zhou, Junqing Yu +2
The essence of multi-modal fusion lies in exploiting the complementary information inherent in diverse modalities. However, prevalent fusion methods rely on traditional neural arch…