Recent Applications of Machine Learning in Natural Language Processing (NLP)
The digital age has seen a significant transformation with the integration of machine learning into natural language processing (NLP). This shift highlights the growing importance of data-driven decisions and human-like interfaces. This Special Issue explores the latest applications of machine learn...
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| Formato: | Online |
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| Idioma: | inglês |
| Publicado em: |
MDPI - Multidisciplinary Digital Publishing Institute
2025
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| Acesso em linha: | ONIX_20250812T110751_9783725845330_531 |
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| _version_ | 1869529729423376384 |
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| collection | Directory of Open Access Books |
| description | The digital age has seen a significant transformation with the integration of machine learning into natural language processing (NLP). This shift highlights the growing importance of data-driven decisions and human-like interfaces. This Special Issue explores the latest applications of machine learning in NLP, showcasing its potential to revolutionize human–computer interactions. NLP covers a wide range of tasks, including sentiment analysis (which detects emotions in text) and voice processing (which enhances auditory interactions). Entity recognition and syntax analysis are crucial for information retrieval and understanding language structure. Advances in machine translation and summarization have made multilingual communication smoother. Large language models are improving question–answering systems and chatbots, making interactions more natural. The combination of image segmentation and NLP is also enhancing multimedia understanding. |
| format | Online |
| id | doab-20.500.12854ir-165776 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-1657762025-08-12T10:15:52Z Recent Applications of Machine Learning in Natural Language Processing (NLP) Iglesias, Carlos A. Zhang, Jinyi sentiment analysis voice analysis and processing entity recognition syntax analysis machine translation and summarization large language models question answering chatbots and conversational agents image semantic segmentation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology The digital age has seen a significant transformation with the integration of machine learning into natural language processing (NLP). This shift highlights the growing importance of data-driven decisions and human-like interfaces. This Special Issue explores the latest applications of machine learning in NLP, showcasing its potential to revolutionize human–computer interactions. NLP covers a wide range of tasks, including sentiment analysis (which detects emotions in text) and voice processing (which enhances auditory interactions). Entity recognition and syntax analysis are crucial for information retrieval and understanding language structure. Advances in machine translation and summarization have made multilingual communication smoother. Large language models are improving question–answering systems and chatbots, making interactions more natural. The combination of image segmentation and NLP is also enhancing multimedia understanding. 2025-08-12T10:15:49Z 2025-08-12T10:15:49Z 2025 book ONIX_20250812T110751_9783725845330_531 9783725845330 9783725845347 https://directory.doabooks.org/handle/20.500.12854/165776 eng image/jpeg Attribution 4.0 International https://mdpi.com/books https://mdpi.com/books/pdfview/book/11233 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-7258-4534-7 10.3390/books978-3-7258-4534-7 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783725845330 9783725845347 188 open access |
| spellingShingle | sentiment analysis voice analysis and processing entity recognition syntax analysis machine translation and summarization large language models question answering chatbots and conversational agents image semantic segmentation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology Recent Applications of Machine Learning in Natural Language Processing (NLP) |
| title | Recent Applications of Machine Learning in Natural Language Processing (NLP) |
| title_full | Recent Applications of Machine Learning in Natural Language Processing (NLP) |
| title_fullStr | Recent Applications of Machine Learning in Natural Language Processing (NLP) |
| title_full_unstemmed | Recent Applications of Machine Learning in Natural Language Processing (NLP) |
| title_short | Recent Applications of Machine Learning in Natural Language Processing (NLP) |
| title_sort | recent applications of machine learning in natural language processing nlp |
| topic | sentiment analysis voice analysis and processing entity recognition syntax analysis machine translation and summarization large language models question answering chatbots and conversational agents image semantic segmentation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| topic_facet | sentiment analysis voice analysis and processing entity recognition syntax analysis machine translation and summarization large language models question answering chatbots and conversational agents image semantic segmentation thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| url | ONIX_20250812T110751_9783725845330_531 |