Article

Hierarchical Semantic Encoding for Contextual Understanding in Large Language Models

2024-11-06

Abstract excerpt

The exponential growth in the complexity and scale of language data necessitates more sophisticated models capable of nuanced understanding and generation. Hierarchical Semantic Encoding introduces a structured approach that organizes semantic information into multiple layers, enhancing the depth and accuracy of language processing. By integrating this framework into Large Language Models, the study demonstrates s...

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Literature Corpus work: 052c41c7-6cbd-5519-9a73-8a9baaa7c0c4
DOI: 10.22541/au.173092093.34111431/v1

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