Machine learning in translation corpora processing
著者
書誌事項
Machine learning in translation corpora processing
(A Science Publishers book)
CRC Press, c2019
大学図書館所蔵 全2件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
注記
Includes bibliographical references and index
内容説明・目次
内容説明
This book reviews ways to improve statistical machine speech translation between Polish and English. Research has been conducted mostly on dictionary-based, rule-based, and syntax-based, machine translation techniques. Most popular methodologies and tools are not well-suited for the Polish language and therefore require adaptation, and language resources are lacking in parallel and monolingual data. The main objective of this volume to develop an automatic and robust Polish-to-English translation system to meet specific translation requirements and to develop bilingual textual resources by mining comparable corpora.
目次
Table of contents
Preface
Introduction
Background and context
Machine translation (MT)
Statistical machine translation and comparable corpora
Overview of SMT
Textual Components and Corpora
Moses Tool Environment For SMT
Aspects of SMT processing
Evaluation of SMT Quality
State of the Art
Current methods and results in spoken language translation
Recent methods in comparable corpora exploration
Author's solutions to PL-EN corpora processing problems
Parallel data mining improvements
Multi-threaded, Tuned and GPU-accelerated Yalign
Tuning of Yalign method
Minor improvements in mining for Wikipedia exploration
Parallel data mining using other methods
SMT Metric Enhancements
Alignment and filtering of corpora
Baseline system training
Description of experiments
Results and conclusions
Machine translation results
Evaluation of obtained comparable corpora
Quasi comparable corpora exploration
Other fields of MT techniques application
Final conclusions
References
「Nielsen BookData」 より