Overview

This book is intended for researchers who want to keep abreast of current developments in corpus-based natural language processing. It captures the essence of a series of highly successful workshops organized over the last few years. The papers cover a range of current research topics in this field including part-of-speech tagging, word sense disambiguation, parsing on real-life texts, working with parallel corpora and improved techniques for document processing.

Full Product Details

Author:   S. Armstrong ,  Kenneth W. Church ,  Pierre Isabelle ,  Sandra Manzi
Publisher:   Springer
Imprint:   Springer
Edition:   Softcover reprint of the original 1st ed. 1999
Volume:   11
Dimensions:   Width: 15.50cm , Height: 1.70cm , Length: 23.50cm
Weight:   0.504kg
ISBN:  

9789048153497

ISBN 10:   9048153492
Pages:   305
Publication Date:   15 December 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Out of stock  
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Table of Contents

Implementation and Evaluation of a German HMM for POS Disambiguation.- Improvements in Part-of-Speech Tagging with an Application To German.- Unsupervised Learning of Disambiguation Rules for Part-of-Speech Tagging.- Tagging French without Lexical Probabilities — Combining Linguistic Knowledge and Statistical Learning.- Example-Based Sense Tagging of Running Chinese Text.- Disambiguating Noun Groupings with Respect to WordNet Senses.- A Comparison of Corpus-based Techniques for Restoring Accents in Spanish and French Text.- Beyond Word N-Grams.- Statistical Augmentation of a Chinese Machine-Readable Dictionary.- Text Chunking Using Transformation-based Learning.- Prepositional Phrase Attachment through a Backed-off Model.- On the Unsupervised Induction of Phrase-Structure Grammars.- Robust Bilingual Word Alignment for Machine Aided Translation.- Iterative Alignment of Syntactic Structures for a Bilingual Corpus.- Trainable Coarse Bilingual Grammars for Parallel Text Bracketing.- Comparative Discourse Analysis of Parallel Texts.- Comparing the Retrieval Performance of English and Japanese Text Databases.- Inverse Document Frequency (IDF): A Measure of Deviations from Poisson.- List of Authors.

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