Alexander Gelbukh; Hiram Calvo Automatic Syntactic Analysis Based on Selectional Preferences 9783030089085

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Автор: Alexander Gelbukh; Hiram Calvo
Название: Automatic Syntactic Analysis Based on Selectional Preferences
ISBN: 9783030089085
Издательство: Springer
Классификация:

Математическая лингвистика

Археология

Искусственный интеллект

Естественный язык и машинный перевод

ISBN-10: 3030089088
Обложка/Формат: Soft cover
Страницы: 165
Вес: 0.28 кг.
Дата издания: 2018
Серия: Studies in Computational Intelligence
Язык: English
Издание: Softcover reprint of
Иллюстрации: VIII, 165 p.
Размер: 234 x 156 x 10
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book describes effective 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.
Дополнительное описание: Introduction.- First approach: sentence analysis using rewriting rules.- Second approach: constituent grammars.- Third approach: dependency trees.- Evaluation of the dependency parser.- Applications.- Prepositional phrase attachment disambiguation.- The u

Automatic Syntactic Analysis Based on Selectional Preferences, Alexander Gelbukh; Hiram Calvo