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Titlebook: Learning to Rank for Information Retrieval and Natural Language Processing, Second Edition; Hang Li Book 2015Latest edition Springer Natur

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發(fā)表于 2025-3-21 19:38:54 | 只看該作者 |倒序瀏覽 |閱讀模式
書目名稱Learning to Rank for Information Retrieval and Natural Language Processing, Second Edition
編輯Hang Li
視頻videohttp://file.papertrans.cn/584/583010/583010.mp4
叢書名稱Synthesis Lectures on Human Language Technologies
圖書封面Titlebook: Learning to Rank for Information Retrieval and Natural Language Processing, Second Edition;  Hang Li Book 2015Latest edition Springer Natur
描述Learning to rank refers to machine learning techniques for training a model in a ranking task. Learning to rank is useful for many applications in information retrieval, natural language processing, and data mining. Intensive studies have been conducted on its problems recently, and significant progress has been made. This lecture gives an introduction to the area including the fundamental problems, major approaches, theories, applications, and future work. The author begins by showing that various ranking problems in information retrieval and natural language processing can be formalized as two basic ranking tasks, namely ranking creation (or simply ranking) and ranking aggregation. In ranking creation, given a request, one wants to generate a ranking list of offerings based on the features derived from the request and the offerings. In ranking aggregation, given a request, as well as a number of ranking lists of offerings, one wants to generate a new ranking list of the offerings. Ranking creation (or ranking) is the major problem in learning to rank. It is usually formalized as a supervised learning task. The author gives detailed explanations on learning for ranking creation an
出版日期Book 2015Latest edition
版次2
doihttps://doi.org/10.1007/978-3-031-02155-8
isbn_softcover978-3-031-01027-9
isbn_ebook978-3-031-02155-8Series ISSN 1947-4040 Series E-ISSN 1947-4059
issn_series 1947-4040
copyrightSpringer Nature Switzerland AG 2015
The information of publication is updating

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1947-4040 ons in information retrieval, natural language processing, and data mining. Intensive studies have been conducted on its problems recently, and significant progress has been made. This lecture gives an introduction to the area including the fundamental problems, major approaches, theories, applicati
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Hang LiJenkins 2008, p.5). Jenkins also notes that planned events, in particular rites and rituals, play an important role in the formation and development of social identities as they tend to celebrate the essence of an identity and mark the transition from one identity to another. However, this volume is
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rveys the states of the contemporary Middle East, noting whether a state forbids, permits or requires (by making a state holiday) . observance. It then maps these findings against the sectarian composition of each state’s population and the outlook of its government, assessing the role that these fe
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Hang Lirested in understanding the experiences of emerging adults in contemporary globalized world, but also for those interested in identity processes from a semiotic, cultural and developmental perspective..978-3-030-27755-0978-3-030-27753-6Series ISSN 2946-4617 Series E-ISSN 2946-4625
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