Using Comparable Corpora for Under-Resourced Areas of Machine Translation - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Using Comparable Corpora for Under-Resourced Areas of Machine Translation write by Inguna Skadiņa. This book was released on 2019-02-06. Using Comparable Corpora for Under-Resourced Areas of Machine Translation available in PDF, EPUB and Kindle. This book provides an overview of how comparable corpora can be used to overcome the lack of parallel resources when building machine translation systems for under-resourced languages and domains. It presents a wealth of methods and open tools for building comparable corpora from the Web, evaluating comparability and extracting parallel data that can be used for the machine translation task. It is divided into several sections, each covering a specific task such as building, processing, and using comparable corpora, focusing particularly on under-resourced language pairs and domains. The book is intended for anyone interested in data-driven machine translation for under-resourced languages and domains, especially for developers of machine translation systems, computational linguists and language workers. It offers a valuable resource for specialists and students in natural language processing, machine translation, corpus linguistics and computer-assisted translation, and promotes the broader use of comparable corpora in natural language processing and computational linguistics.
Building and Using Comparable Corpora
Building and Using Comparable Corpora - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Building and Using Comparable Corpora write by Serge Sharoff. This book was released on 2013-12-13. Building and Using Comparable Corpora available in PDF, EPUB and Kindle. 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.
Building and Using Comparable Corpora for Multilingual Natural Language Processing
Building and Using Comparable Corpora for Multilingual Natural Language Processing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Building and Using Comparable Corpora for Multilingual Natural Language Processing write by Serge Sharoff. This book was released on 2023-08-23. Building and Using Comparable Corpora for Multilingual Natural Language Processing available in PDF, EPUB and Kindle. This book provides a comprehensive overview of methods to build comparable corpora and of their applications, including machine translation, cross-lingual transfer, and various kinds of multilingual natural language processing. The authors begin with a brief history on the topic followed by a comparison to parallel resources and an explanation of why comparable corpora have become more widely used. In particular, they provide the basis for the multilingual capabilities of pre-trained models, such as BERT or GPT. The book then focuses on building comparable corpora, aligning their sentences to create a database of suitable translations, and using these sentence translations to produce dictionaries and term banks. Then, it is explained how comparable corpora can be used to build machine translation engines and to develop a wide variety of multilingual applications.
Parallel Corpora for Contrastive and Translation Studies
Parallel Corpora for Contrastive and Translation Studies - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Parallel Corpora for Contrastive and Translation Studies write by Irene Doval. This book was released on 2019-03-20. Parallel Corpora for Contrastive and Translation Studies available in PDF, EPUB and Kindle. This volume assesses the state of the art of parallel corpus research as a whole, reporting on advances in both recent developments of parallel corpora – with some particular references to comparable corpora as well– and in ways of exploiting them for a variety of purposes. The first part of the book is devoted to new roles that parallel corpora can and should assume in translation studies and in contrastive linguistics, to the usefulness and usability of parallel corpora, and to advances in parallel corpus alignment, annotation and retrieval. There follows an up-to-date presentation of a number of parallel corpus projects currently being carried out in Europe, some of them multimodal, with certain chapters illustrating case studies developed on the basis of the corpora at hand. In most of these chapters, attention is paid to specific technical issues of corpus building. The third part of the book reflects on specific applications and on the creation of bilingual resources from parallel corpora. This volume will be welcomed by scholars, postgraduate and PhD students in the fields of contrastive linguistics, translation studies, lexicography, language teaching and learning, machine translation, and natural language processing.
Human Language Technologies
Human Language Technologies - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Human Language Technologies write by Inguna Skadina. This book was released on 2010. Human Language Technologies available in PDF, EPUB and Kindle. This book contains papers from the Fourth International Conference on Human Language Technologies - the Baltic Perspective (Baltic HLT 2010), held in Riga in October 2010. This conference is the latest in a series which provides a forum for sharing recent advances in human language processing, and promotes cooperation between the computer science and linguistics communities of the Baltic countries and the rest of the world. Bringing together scientists, developers, providers and users, the conference is an opportunity to exchange information, discuss problems, find new synergies, and promote i.
