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020 _a9783031442605
_9978-3-031-44260-5
024 7 _a10.1007/978-3-031-44260-5
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072 7 _aTEC067000
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245 1 0 _aPractical Solutions for Diverse Real-World NLP Applications
_h[electronic resource] /
_cedited by Mourad Abbas.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2024.
300 _aVII, 142 p. 29 illus., 16 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSignals and Communication Technology,
_x1860-4870
505 0 _aIntroduction -- Language resources -- Spoken language understanding system for under-resourced languages -- Speech recognition applications for code switched under-resourced dialects -- Speaker identification -- Speech synthesis -- Machine translation for under-resourced languages -- Sentiment analysis and opinion mining -- Language and dialect identification -- Conclusion.
520 _aThis book unveils the most advanced techniques and innovative applications in the natural language processing (NLP) field. It uncovers the secrets to enhancing language understanding, and presents practical solutions to different NLP tasks, as text augmentation, paraphrase generation, and restoring spaces and punctuation in multiple languages. It unlocks the potential of hierarchical multi-task learning for cross-lingual phoneme recognition, and allows readers to explore more real-world applications such as error correction, aggregating industrial security findings as well as predicting music emotion values from social media conversations. "Practical Solutions for Diverse Real-World NLP Applications" is the suitable guidebook for researchers, students, and practitioners as it paves the way for them by delivering invaluable insights and knowledge. This book: Delves into cutting-edge research topics in NLP, covering diverse subjects in the field; Provides practical implementations and methodologies for various topics, enabling readers to apply the techniques in their own research; Offers an in-depth exploration of each topic, providing comprehensive insights and understanding for readers seeking a deeper understanding of NLP techniques used in real-world applications.
650 0 _aSignal processing.
650 0 _aNatural language processing (Computer science).
_965131
650 0 _aAcoustical engineering.
_966281
650 1 4 _aSignal, Speech and Image Processing.
650 2 4 _aNatural Language Processing (NLP).
_966164
650 2 4 _aEngineering Acoustics.
_966283
700 1 _aAbbas, Mourad.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_969371
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031442599
776 0 8 _iPrinted edition:
_z9783031442612
776 0 8 _iPrinted edition:
_z9783031442629
830 0 _aSignals and Communication Technology,
_x1860-4870
_918936
856 4 0 _uhttps://doi.org/10.1007/978-3-031-44260-5
912 _aZDB-2-ENG
912 _aZDB-2-SXE
999 _c57137
_d57137