Semisupervised Learning for Computational Linguistics

Semisupervised Learning for Computational Linguistics
Author :
Publisher : CRC Press
Total Pages : 322
Release :
ISBN-10 : 9781420010800
ISBN-13 : 1420010808
Rating : 4/5 (00 Downloads)

Book Synopsis Semisupervised Learning for Computational Linguistics by : Steven Abney

Download or read book Semisupervised Learning for Computational Linguistics written by Steven Abney and published by CRC Press. This book was released on 2007-09-17 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: The rapid advancement in the theoretical understanding of statistical and machine learning methods for semisupervised learning has made it difficult for nonspecialists to keep up to date in the field. Providing a broad, accessible treatment of the theory as well as linguistic applications, Semisupervised Learning for Computational Linguistics offer


Semisupervised Learning for Computational Linguistics Related Books

Semisupervised Learning for Computational Linguistics
Language: en
Pages: 322
Authors: Steven Abney
Categories: Business & Economics
Type: BOOK - Published: 2007-09-17 - Publisher: CRC Press

DOWNLOAD EBOOK

The rapid advancement in the theoretical understanding of statistical and machine learning methods for semisupervised learning has made it difficult for nonspec
Semi-Supervised Learning
Language: en
Pages: 525
Authors: Olivier Chapelle
Categories: Computers
Type: BOOK - Published: 2010-01-22 - Publisher: MIT Press

DOWNLOAD EBOOK

A comprehensive review of an area of machine learning that deals with the use of unlabeled data in classification problems: state-of-the-art algorithms, a taxon
Introduction to Semi-Supervised Learning
Language: en
Pages: 116
Authors: Xiaojin Geffner
Categories: Computers
Type: BOOK - Published: 2022-05-31 - Publisher: Springer Nature

DOWNLOAD EBOOK

Semi-supervised learning is a learning paradigm concerned with the study of how computers and natural systems such as humans learn in the presence of both label
Graph-Based Semi-Supervised Learning
Language: en
Pages: 111
Authors: Amarnag Lipovetzky
Categories: Computers
Type: BOOK - Published: 2022-05-31 - Publisher: Springer Nature

DOWNLOAD EBOOK

While labeled data is expensive to prepare, ever increasing amounts of unlabeled data is becoming widely available. In order to adapt to this phenomenon, severa
Semi-Supervised Learning and Domain Adaptation in Natural Language Processing
Language: en
Pages: 93
Authors: Anders Søgaard
Categories: Computers
Type: BOOK - Published: 2022-05-31 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book introduces basic supervised learning algorithms applicable to natural language processing (NLP) and shows how the performance of these algorithms can