AINeutralarXiv – CS AI · 9h ago6/10
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Multi-Granularity Reasoning for Natural Language Inference
Researchers propose Multi-Granularity Reasoning Network (MGRN), a novel approach to Natural Language Inference that processes semantic information across multiple hierarchical levels rather than relying solely on final-layer transformer representations. The framework demonstrates improved performance on NLI benchmarks by explicitly separating lexical, phrasal, and contextual semantic features.