Cross Lingual Word Embeddings is popular PDF and ePub book, written by Anders Søgaard in 2022-05-31, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Cross Lingual Word Embeddings can be Read Online from any device for your convenience.
Cross Lingual Word Embeddings Book PDF Summary
The majority of natural language processing (NLP) is English language processing, and while there is good language technology support for (standard varieties of) English, support for Albanian, Burmese, or Cebuano--and most other languages--remains limited. Being able to bridge this digital divide is important for scientific and democratic reasons but also represents an enormous growth potential. A key challenge for this to happen is learning to align basic meaning-bearing units of different languages. In this book, the authors survey and discuss recent and historical work on supervised and unsupervised learning of such alignments. Specifically, the book focuses on so-called cross-lingual word embeddings. The survey is intended to be systematic, using consistent notation and putting the available methods on comparable form, making it easy to compare wildly different approaches. In so doing, the authors establish previously unreported relations between these methods and are able to present a fast-growing literature in a very compact way. Furthermore, the authors discuss how best to evaluate cross-lingual word embedding methods and survey the resources available for students and researchers interested in this topic.
Detail Book of Cross Lingual Word Embeddings PDF
- Author : Anders Søgaard
- Release : 31 May 2022
- Publisher : Springer Nature
- ISBN : 9783031021718
- Genre : Computers
- Total Page : 120 pages
- Language : English
- PDF File Size : 21,6 Mb
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