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Titlebook: Syntax-based Statistical Machine Translation; Philip Williams,Rico Sennrich,Philipp Koehn Book 2016 Springer Nature Switzerland AG 2016

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发表于 2025-3-21 18:37:51 | 显示全部楼层 |阅读模式
书目名称Syntax-based Statistical Machine Translation
编辑Philip Williams,Rico Sennrich,Philipp Koehn
视频video
丛书名称Synthesis Lectures on Human Language Technologies
图书封面Titlebook: Syntax-based Statistical Machine Translation;  Philip Williams,Rico Sennrich,Philipp Koehn Book 2016 Springer Nature Switzerland AG 2016
描述.This unique book provides a comprehensive introduction to the most popular syntax-based statistical machine translation models, filling a gap in the current literature for researchers and developers in human language technologies. While phrase-based models have previously dominated the field, syntax-based approaches have proved a popular alternative, as they elegantly solve many of the shortcomings of phrase-based models. The heart of this book is a detailed introduction to decoding for syntax-based models. . The book begins with an overview of synchronous-context free grammar (SCFG) and synchronous tree-substitution grammar (STSG) along with their associated statistical models. It also describes how three popular instantiations (Hiero, SAMT, and GHKM) are learned from parallel corpora. It introduces and details hypergraphs and associated general algorithms, as well as algorithms for decoding with both tree and string input. Special attention is given to efficiency, includingsearch approximations such as beam search and cube pruning, data structures, and parsing algorithms. The book consistently highlights the strengths (and limitations) of syntax-based approaches, including their
出版日期Book 2016
版次1
doihttps://doi.org/10.1007/978-3-031-02164-0
isbn_softcover978-3-031-01036-1
isbn_ebook978-3-031-02164-0Series ISSN 1947-4040 Series E-ISSN 1947-4059
issn_series 1947-4040
copyrightSpringer Nature Switzerland AG 2016
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Philip Williams,Rico Sennrich,Matt Post,Philipp Koehn, influencer marketing, viral campaigns, social CRM, employer branding, e-recruitment, search engineoptimization, social mining, sentiment analysis, crowdfunding, and legal and ethical issues. Each chapter starts with one or more teaser questions to arouse the readers’ interest, which will be clarif
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Philip Williams,Rico Sennrich,Matt Post,Philipp Koehnikes” in social media tools, but by reaching a high return on investment (ROI). Consequently, this chapter also emphasizes the importance of evaluating a social media strategy by means of social actions, business actions (e.g., sales or the number of subscriptions to a newsletter), and ultimately RO
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engage in dialogue with customers.. .As leading users of social media in emerging markets, Indians are increasingly logging into their Facebook and Twitter accounts, with the country recording the highest growth in social networking. This book begins by discussing the impact of social media on marke
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1947-4040 e pruning, data structures, and parsing algorithms. The book consistently highlights the strengths (and limitations) of syntax-based approaches, including their978-3-031-01036-1978-3-031-02164-0Series ISSN 1947-4040 Series E-ISSN 1947-4059
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