《Transfer Learning for Natural Language Processing》是Manning Publications出版的圖書，作者是Paul Azunre
基本介紹
- ISBN：9781617297267
- 作者：Paul Azunre
- 出版社：Manning Publications
- 出版時間：2020年6月4日
- 頁數：325
- 定價：USD 49.99
- 裝幀：Paperback
內容簡介
Transfer Learning for Natural Language Processing is a practical primer to transfer learning techniques capable of delivering huge improvements to your NLP models. Written by DARPA researcher Paul Azunre, this practical book gets you up to speed with the relevant ML concepts before diving into the cutting-edge advances that are defining the future of NLP. You’ll learn how to ad...(展開全部) Transfer Learning for Natural Language Processing is a practical primer to transfer learning techniques capable of delivering huge improvements to your NLP models. Written by DARPA researcher Paul Azunre, this practical book gets you up to speed with the relevant ML concepts before diving into the cutting-edge advances that are defining the future of NLP. You’ll learn how to adapt existing state-of-the art models into real-world applications, including building a spam email classifier, a movie review sentiment analyzer, an automated fact checker, a question-answering system and a translation system for low-resource languages. For each NLP application, you’ll learn how to setup a microservices software architecture that will fine-tune your model as new data comes in. what's inside Fine tuning pretrained models with new domain data Picking the right model to reduce resource usage Transfer learning for neural network architectures Foundations for exploring NLP academic literature Paul Azunre holds a PhD in Computer Science from MIT. He works as a Research Director studying Transfer Learning in Natural Language Processing, and has pushed the state of the field with peer-reviewed articles, serving as a program committee member, speaking engagements, and judging at top conferences. Paul has also served as a Principal Investigator on several DARPA research ...(展開全部) Paul Azunre holds a PhD in Computer Science from MIT. He works as a Research Director studying Transfer Learning in Natural Language Processing, and has pushed the state of the field wit
