Research on AI natural language understanding and generation algorithm based on deep learning

Guoqing Fan

doi:10.1117/12.3049308

17 October 2024 Research on AI natural language understanding and generation algorithm based on deep learning

Guoqing Fan

Proceedings Volume 13289, International Conference on Optical Communication and Optoelectronic Technology (OCOT 2024); 132890T (2024) https://doi.org/10.1117/12.3049308
Event: The International Conference on Optical Communication and Optoelectronic Technology (OCOT 2024), 2024, Hangzhou, China

Abstract

In order to explore the application of deep learning technology in natural language processing, this article provides a detailed analysis of various algorithms, including language models, syntactic analysis, semantic understanding, and text generation. The results indicate that by adopting advanced neural network models and rich datasets, the accuracy and efficiency of language processing can be significantly improved, thereby promoting the performance and adaptability of intelligent systems in practical applications.

(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Guoqing Fan "Research on AI natural language understanding and generation algorithm based on deep learning", Proc. SPIE 13289, International Conference on Optical Communication and Optoelectronic Technology (OCOT 2024), 132890T (17 October 2024); https://doi.org/10.1117/12.3049308

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