{"product_id":"computational-linguistics-in-r-bridging-statistical-models-and-transformer-based-nlp-9798299108514","title":"Computational Linguistics in R: Bridging Statistical Models and Transformer-based NLP","description":"\u003cp\u003e • Author(s): Mary M. Adepoju | Olaoluwa S. Yaya\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Natural Language Processing\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003ci\u003eComputational Linguistics with R: From Corpora to Transformers\u003c\/i\u003e bridges the worlds of \u003cb\u003elinguistic theory, statistical modeling, and modern deep learning\u003c\/b\u003e in a uniquely R-centered workflow. Designed for researchers, data scientists, and language enthusiasts, this book provides a complete journey through the evolution of computational linguistics - from \u003cb\u003eclassical corpus analysis and stylometry\u003c\/b\u003e to \u003cb\u003etransformer-based NLP and multilingual AI\u003c\/b\u003e.\u003cbr\u003eReaders will learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBuild, clean, and explore linguistic corpora in R.\u003c\/li\u003e\n\u003cli\u003eApply statistical models for collocations, concordances, and authorship attribution.\u003c\/li\u003e\n\u003cli\u003eIntegrate \u003cb\u003eword embeddings and neural models\u003c\/b\u003e alongside traditional metrics.\u003c\/li\u003e\n\u003cli\u003eUse \u003cb\u003etransformers (BERT, GPT, mT5)\u003c\/b\u003e for advanced NLP tasks such as translation, summarization, and cross-lingual analysis.\u003c\/li\u003e\n\u003cli\u003eConduct \u003cb\u003emorphological and syntactic analysis\u003c\/b\u003e for diverse languages, including under-resourced and code-switched data.\u003c\/li\u003e\n\u003cli\u003eEnsure \u003cb\u003eethical, reproducible, and interpretable NLP pipelines\u003c\/b\u003e with RMarkdown and explainable AI tools.\u003c\/li\u003e\n\u003c\/ul\u003eWith hands-on examples, reproducible code, and insights into both theory and application, this book demonstrates how R can serve as a \u003cb\u003epowerful bridge between linguistics and machine learning\u003c\/b\u003e. Whether you're exploring linguistic structures, building multilingual models, or teaching NLP in an academic setting, this book is your guide to hybrid, transparent, and future-ready workflows.","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46333499900055,"sku":"9798299108514","price":1459.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798299108514.webp?v=1768669715","url":"https:\/\/atlanticbooks.com\/products\/computational-linguistics-in-r-bridging-statistical-models-and-transformer-based-nlp-9798299108514","provider":"Atlantic Books","version":"1.0","type":"link"}