Automatic Syntactic Analysis Based on Selectional Preferences

Name: Automatic Syntactic Analysis Based on Selectional Preferences
Brand: Springer International Publishing AG
SKU: 9783319740539
Price: 423.49 PLN
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Autor: Alexander Gelbukh, Hiram Calvo

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Oprawa: Twarda

Wydawca: Springer International Publishing AG

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This book describes the latest methods for automatically analyzing a sentence, based on the syntacti...

Informacje o książce

Autor

Alexander Gelbukh, Hiram Calvo

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2018

strony

165

EAN

9783319740539

ISBN

3319740539

Enbook ID

18679793

Wydawca

Springer International Publishing AG

Waga

3908

Wymiary

155 x 235 x 16

Pełny opis

This book describes the latest methods for automatically analyzing a sentence, based on the syntactic and semantic characteristics of the elements that form it. To tackle ambiguities, the authors use selectional preferences (SP), which measure how well two words fit together semantically in a sentence. Today, many disciplines require automatic text analysis based on the syntactic and semantic characteristics of language and as such several techniques for parsing sentences have been proposed. Which is better? In this book the authors begin with simple heuristics before moving on to more complex methods that identify nouns and verbs and then aggregate modifiers, and lastly discuss methods that can handle complex subordinate and relative clauses. During this process, several ambiguities arise. SP are commonly determined on the basis of the association between a pair of words. However, in many cases, SP depend on more words. For example, something (such as grass) may be edible, depending on who is eating it (a cow?). Moreover, things such as popcorn are usually eaten at the movies, and not in a restaurant. The authors deal with these phenomena from different points of view.

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