Theoretical Methods and Applications of the Large Language Models
A special issue of Mathematics (ISSN 2227-7390).
Deadline for manuscript submissions: 30 November 2025 | Viewed by 51
Special Issue Editor
Special Issue Information
Dear Colleagues,
In recent years, natural language processing (NLP) technologies represented by large language models have developed rapidly, greatly advancing the fundamental theoretical research and technological applications of artificial intelligence, as well as having a huge impact on various aspects of human society. NLP, computational linguistics, and large language models have become current international research hotspots in both academia and business. Therefore, in this technological context, what are the key technical and theoretical problems in NLP and computational linguistics research? How does the large language model work in specific application scenarios? What impact will the further development of this discipline have on human society? Countless problems lie before us. We are organizing this Special Issue to focus on key issues in NLP and computational language research, providing an opportunity for researchers and technology developers interested in these topics to exchange ideas. Relevant topics for this Special Issue include, but are not limited to, the following areas:
- Automatic summarization;
- Automatic reasoning based on natural language;
- Human-computer interaction and dialogue systems;
- Information extraction and text mining;
- Language generation and automated writing;
- Language modeling;
- Language resources and evaluation;
- Linguistic theories, cognitive modeling and psycholinguistics;
- Machine learning for NLP;
- Machine translation and multilinguality;
- NLP applications;
- Question answering;
- Sentiment analysis, stylistic analysis, and argument mining.
We welcome researchers and students to submit their papers. Thank you for your support!
Prof. Dr. Chengqing Zong
Guest Editor
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Keywords
- natural language processing
- computational linguistics
- large language models
- language modeling
- natural language generation
- text mining
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