Statistical Parsing Exposed

Name: Statistical Parsing Exposed
Brand: VDM Verlag Dr. Müller
SKU: 9783639145618
Price: 58.1 EUR
Availability: InStock

Viewing the Model as Data

Autor: Daniel M. Bikel

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag Dr. Müller

Dostupnosť: U vydavateľa na objednávku

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58.10 €

This book develops techniques and methodologies for§the examination of the complex systems that are§...

Informácie o knihe

Autor

Daniel M. Bikel

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2009

Stránok

148

EAN

9783639145618

Enbook ID

06823147

Vydavateľ

VDM Verlag Dr. Müller

Hmotnosť

213

Rozmery

150 x 220 x 8

Kompletný popis

This book develops techniques and methodologies for§the examination of the complex systems that are§lexicalized statistical parsing models. The primary§idea is treating the model as data , which is not a§particular method, but a paradigm and a research§methodology. I argue that lexicalized statistical§parsing models have become increasingly complex, and§therefore require thorough scrutiny, both to achieve§the scientific aim of understanding what has been§built thus far, and to achieve both the scientific§and engineering goal of using that understanding for§progress. In this book, I take a particular, dominant§type of parsing model and perform a macro analysis,§to reveal its core (and design a software engine that§modularizes the periphery), and also crucially§perform a detailed analysis, which provides for the§first time a window onto the efficacy of specific§parameters. These analyses have not only yielded§insight into the core model, but they have also§enabled the identification of inefficiencies in the§baseline model, such that those inefficiencies can be§reduced to form a more compact model, or exploited§for finding a better-estimated model with higher§accuracy, or both.

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Statistical Parsing Exposed

Viewing the Model as Data

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