Building and Using Comparable Corpora
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Beschreibung
The 1990s saw a paradigm change in the use of corpus-driven methods in NLP. In the field of multilingual NLP (such as machine translation and terminology mining) this implied the use of parallel corpora. However, parallel resources are relatively scarce: many more texts are produced daily by native speakers of any given language than translated. This situation resulted in a natural drive towards the use of comparable corpora, i.e. non-parallel texts in the same domain or genre. Nevertheless, this research direction has not produced a single authoritative source suitable for researchers and students coming to the field.
The proposed volume provides a reference source, identifying the state of the art in the field as well as future trends. The book is intended for specialists and students in natural language processing, machine translation and computer-assisted translation.
The 1990s saw a paradigm change in the use of corpus-driven methods in NLP. In the field of multilingual NLP (such as machine translation and terminology mining) this implied the use of parallel corpora. However, parallel resources are relatively scarce: many more texts are produced daily by native speakers of any given language than translated. This situation resulted in a natural drive towards the use of comparable corpora, i.e. non-parallel texts in the same domain or genre. Nevertheless, this research direction has not produced a single authoritative source suitable for researchers and students coming to the field.
The proposed volume provides a reference source, identifying the state of the art in the field as well as future trends. The book is intended for specialists and students in natural language processing, machine translation and computer-assisted translation.
A reference source for researchers and students coming to the field of comparable corpora Identifies the state of the art in the field as well as future trends Written by experts in the fields Includes supplementary material: sn.pub/extras
Autor*in
Serge Sharoff
Themen in »Building and Using Comparable Corpora«
68T50, 91F20 Corpus linguistics Machine Translation Natural Language Processing Terminology
Stimmen zu »Building and Using Comparable Corpora«
“I would like to recommend ‘Building and Using Comparable … to those who are working with or are interested in multilingual and monolingual comparable corpora. … it is easy to say that the notion of comparable corpora was not only visionary, long-sighted, and productive. It is also easy to say that this volume remains the optimal starting point for any research or for any applications in Language Technology leveraging on comparable corpora.” (Marina Santini, forum.santini.se, February, 2017)
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