Automatic Syntactic Analysis Based on Selectional Preferences
tarafından
Gelbukh, Alexander. author.
Başlık
:
Automatic Syntactic Analysis Based on Selectional Preferences
Yazar
:
Gelbukh, Alexander. author.
ISBN
:
9783319740546
Yazar
:
Gelbukh, Alexander. author.
Edisyon
:
1st ed. 2018.
Fiziksel Niteleme
:
VIII, 165 p. online resource.
Seri
:
Studies in Computational Intelligence, 765
İçindekiler
:
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 unsupervised approach: grammar induction -- Multiple argument handling -- The need for full co-occurrence.
Özet
:
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.
Konu Başlığı
:
Engineering.
Computational linguistics.
Natural language processing (Computer science).
Artificial intelligence.
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
Computational Linguistics. http://scigraph.springernature.com/things/product-market-codes/N22000
Natural Language Processing (NLP). http://scigraph.springernature.com/things/product-market-codes/I21040
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
Yazar Ek Girişi
:
Calvo, Hiram.
Ek Kurum Yazar
:
SpringerLink (Online service)
Elektronik Erişim
:
Materyal Türü | Barkod | Yer Numarası | Durumu/İade Tarihi |
---|
Electronic Book | 225504-1001 | Q342 | Springer E-Book Collection |