Linguistic Resources for Natural Language Processing

Linguistic Resources for Natural Language Processing portes grátis

Linguistic Resources for Natural Language Processing

On the Necessity of Using Linguistic Methods to Develop NLP Software

Silberztein, Max

Springer International Publishing AG

03/2024

217

Dura

Inglês

9783031438103

15 a 20 dias

Descrição não disponível.
In honor of Peter.- Foreword. - Preface.- About this book. Part 1. Introduction.- 1. The Limitations of Corpus-based Methods in NLP.- Part 2.- 2. Developing Linguistic-based NLP Software.- 3. Linguistic Resources for the Automatic Generation of Texts in Natural Language.- 4. Towards a More Efficient Arabic-French Translation.- 5. Linguistic Resources and Methods and Algorithms for Belarusian Natural Language Processing.- Part 3.- Linguistic Resources for Low-resource Languages.- 6. A New Set of Linguistic Resources for Ukrainian.- 7. Formalization of the Quechua Morphology.- 8. The Challenging Task of Translating the Language of Tango.- 9. A Polylectal Linguistic Resource for Rromani.- Part 4. Processing Multiword Units: The Linguistic Approach.- 10. Using Linguistic Criteria to Define Multiword Units.- 11. A Linguistic Approach to English Phrasal Verbs.- 12. Analysis of Indonesian Multiword Expressions: Linguistic vs Data-driven Approach.
Named Entity Recognition;Natural Language Processing;Text Generation;Training Corpora;Statistical Methods;Stochastic Methods;Multiword Units;Corpus Linguistics;Automatic Disambiguation;Elvex Formalism;Machine Translation;Text-to-Speech Synthesizer;NooJ Dictionaries;Quechua Morphology;Low-resource Languages;Information Retrieval;Lexicon-Grammar;Syntactic Parsing