Natural Language Processing (NLP) and Large Language Modelling
A special issue of Computers (ISSN 2073-431X).
Deadline for manuscript submissions: 30 November 2024 | Viewed by 1420
Special Issue Editor
Interests: natural language processing; small efficient language modelling; continual learning; text generation; adversarial learning; scientific text mining; multimodality; conversational systems
Special Issue Information
Dear Colleagues,
NLP is a rapidly evolving field that plays a crucial role in shaping the future of human–computer interactions, with applications ranging from sentiment analysis and machine translation to question answering and dialogue systems.
We invite researchers, practitioners, and enthusiasts to submit original research articles, reviews, and case studies that contribute to the advancement of NLP. Extended conference papers are also welcome, but they should contain at least 50% of new material, e.g., in the form of technical extensions, more in-depth evaluations, or additional use cases. Topics of interest for this Special Issue include, but are not limited to, the following:
- Large language modelling and its applications;
- Sentiment analysis and opinion mining;
- Machine translation and multilingual processing;
- Question answering and information retrieval;
- Dialogue systems and conversational agents;
- Text summarization and generation;
- Natural language understanding and generation;
- NLP applications in healthcare, finance, education, and other domains.
Submissions should present novel research findings, innovative methodologies, and practical applications that demonstrate the current state of the art in NLP. We welcome interdisciplinary approaches and encourage submissions that explore the intersection of NLP with other fields, such as machine learning, artificial intelligence, and cognitive science.
Dr. Ming Liu
Guest Editor
Manuscript Submission Information
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Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1800 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- natural language processing
- small efficient language modelling
- continual learning
- text generation
- adversarial learning
- scientific text mining
- multimodality
- conversational systems
- large language model
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