Context-Aware Multimodal Fusion with Sensor-Augmented Cross-Modal Learning: The BLAF Architecture for Robust Chinese Homophone Disambiguation in Dynamic Environments

Context-Aware Multimodal Fusion with Sensor-Augmented Cross-Modal Learning: The BLAF Architecture for Robust Chinese Homophone Disambiguation in Dynamic Environments

Chinese, a tonal language with inherent homophonic ambiguity, poses significant challenges for semantic disambiguation in natural language processing (NLP), hindering applications like speech recognition, dialog systems, and assistive technologies. Traditional static disambiguation methods suffer fr...

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Bibliographic Details
Main Authors: Yu Sun, Yihang Qin, Wenhao Chen, Xuan Li, Chunlian Li
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
Chinese NLP
multimodal dynamic fusion
context-aware modeling
homophone disambiguation
neural architecture design
Online Access:https://www.mdpi.com/2076-3417/15/13/7068
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