Anders Sogaard – författare
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4 produkter
Semi-Supervised Learning and Domain Adaptation in Natural Language Processing
E-bok, 2022
378 kr
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This book introduces basic supervised learning algorithms applicable to natural language processing (NLP) and shows how the performance of these algorithms can often be improved by exploiting the marginal distribution of large amounts of unlabeled data. One reason for that is data sparsity, i.e., …
Cross-Lingual Word Embeddings
Av Manaal Faruqui, Sebastian Ruder m. fl.
E-bok, 2022
732 kr
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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 …
Explainable Natural Language Processing
E-bok, 2022
923 kr
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This book presents a taxonomy framework and survey of methods relevant to explaining the decisions and analyzing the inner workings of Natural Language Processing (NLP) models. The book is intended to provide a snapshot of Explainable NLP, though the field continues to rapidly grow. The book is …
Typed Feature Structure Grammars
Av Anders Sogaard, Petter Haugereid
Häftad, 2009
984 kr
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The articles collected in this volume present different aspects of the use of typed feature structures in theoretical and computational linguistics. It covers a wide range of linguistics theories (CCG, Construction Grammar, HPSG, LTAG), a wide range of linguistic phenomena (aspect, concord, idioms, …
