Automatic Generation of Parallel Treebanks

Name: Automatic Generation of Parallel Treebanks
Brand: LAP Lambert Academic Publishing
SKU: 9783838327952
Price: 53.9 EUR
Availability: InStock

An Efficient Unsupervised System

Автор: Ventsislav Zhechev

Език:

Корици: С меки корици

Издател: LAP Lambert Academic Publishing

Наличност: Външен склад

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The need for syntactically annotated data for use in natural language processing has increased drama...

Информация за книгата

Автор

Ventsislav Zhechev

Език

Английски език

Корици

Книга - С меки корици

Издадена

2010

страници

148

EAN

9783838327952

Enbook ID

07165676

Издател

LAP Lambert Academic Publishing

Теглоt

237

Размери

150 x 220 x 9

Пълно описание

The need for syntactically annotated data for use in natural language processing has increased dramatically in recent years. This is true especially for parallel treebanks, of which very few exist. The ones that exist are mainly hand-crafted and too small for reliable use in data- oriented applications. This work is targeted at the developers and users of Machine Translation technology. It introduces a novel open-source platform for the fast and robust automatic generation of parallel treebanks through sub-tree alignment, using a limited amount of external resources. The intrinsic and extrinsic evaluations that were undertaken demonstrate that this system is a feasible alternative to the manual annotation of parallel treebanks. Therefore, the presented platform is expected to help boost research in the field of syntax- augmented machine translation and lead to advancements in other fields where parallel treebanks can be employed.

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Automatic Generation of Parallel Treebanks

An Efficient Unsupervised System

Информация за книгата

Пълно описание

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също