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Book Information

   

Title: Automated Grammatical Error Detection for Language Learners
Written By: Claudia Leacock‌
Martin Chodorow
Michael Gamon‌
Joel Tetreault‌
Edited By: Graeme Hirst
URL: http://www.morganclaypool.com/doi/abs/10.2200/S00275ED1V01Y201006HLT009
Series Title: Synthesis Lectures on Human Language Technologies
Description:

It has been estimated that over a billion people are using or learning
English as a second or foreign language, and the numbers are growing not
only for English but for other languages as well. These language learners
provide a burgeoning market for tools that help identify and correct
learners' writing errors. Unfortunately, the errors targeted by typical
commercial proofreading tools do not include those aspects of a second
language that are hardest to learn. This volume describes the types of
constructions English language learners find most difficult - constructions
containing prepositions, articles, and collocations. It provides an
overview of the automated approaches that have been developed to identify
and correct these and other classes of learner errors in a number of languages.

Error annotation and system evaluation are particularly important topics in
grammatical error detection because there are no commonly accepted
standards. Chapters in the book describe the options available to
researchers, recommend best practices for reporting results, and present
annotation and evaluation schemes.

The final chapters explore recent innovative work that opens new directions
for research. It is the authors' hope that this volume will contribute to
the growing interest in grammatical error detection by encouraging
researchers to take a closer look at the field and its many challenging
problems.

Table of Contents:
Introduction
History of Automated Grammatical Error Detection
Special Problems of Language Learners
Language Learner Data
Evaluating Error Detection Systems
Article and Preposition Errors
Collocation Errors
Different Approaches for Different Errors
Annotating Learner Errors
New Directions
Conclusion

Publication Year: 2010
Publisher: Morgan & Claypool Publishers
Review: Not available for review. If you would like to review a book on The LINGUIST List, please login to view the AFR list.
BibTex: View BibTex record
Linguistic Field(s): Applied Linguistics
Computational Linguistics
Issue: All announcements sent out by The LINGUIST List are emailed to our subscribers and archived with the Library of Congress.
Click here to see the original emailed issue.

Versions:
Format: Electronic
ISBN-13: 9781608454716
Pages: 134
Prices: U.S. $ 30.00
 
Format: Paperback
ISBN-13: 9781608454709
Pages: 134
Prices: U.S. $ 35.00