Publishing Partner: Cambridge University Press CUP Extra Wiley-Blackwell Publisher Login
amazon logo
More Info


New from Oxford University Press!

ad

The Social Origins of Language

By Daniel Dor

Presents a new theoretical framework for the origins of human language and sets key issues in language evolution in their wider context within biological and cultural evolution


New from Cambridge University Press!

ad

Preposition Placement in English: A Usage-Based Approach

By Thomas Hoffmann

This is the first study that empirically investigates preposition placement across all clause types. The study compares first-language (British English) and second-language (Kenyan English) data and will therefore appeal to readers interested in world Englishes. Over 100 authentic corpus examples are discussed in the text, which will appeal to those who want to see 'real data'


New from Brill!

ad

Free Access 4 You

Free access to several Brill linguistics journals, such as Journal of Jewish Languages, Language Dynamics and Change, and Brill’s Annual of Afroasiatic Languages and Linguistics.


Book Information

   

Title: Linguistic Structure Prediction
Written By: Noah A. Smith‌
Edited By: Graeme Hirst
URL: http://dx.doi.org/10.2200/S00361ED1V01Y201105HLT013
Description:

A major part of natural language processing now depends on the use of text
data to build linguistic analyzers. We consider statistical, computational
approaches to modeling linguistic structure. We seek to unify across many
approaches and many kinds of linguistic structures. Assuming a basic
understanding of natural language processing and/or machine learning, we seek
to bridge the gap between the two fields. Approaches to decoding (i.e., carrying
out linguistic structure prediction) and supervised and unsupervised learning of
models that predict discrete structures as outputs are the focus. We also
survey natural language processing problems to which these methods are being
applied, and we address related topics in probabilistic inference, optimization,
and experimental methodology.

Table of Contents: Representations and Linguistic Data / Decoding: Making
Predictions / Learning Structure from Annotated Data / Learning Structure from
Incomplete Data / Beyond Decoding: Inference

Publication Year: 2011
Publisher: Morgan & Claypool Publishers
Review: Read the review
BibTex: View BibTex record
Linguistic Field(s): 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: 9781608454068
Pages: 274
Prices: U.S. $ 30.00
 
Format: Paperback
ISBN-13: 9781608454051
Pages: 274
Prices: U.S. $ 60.00