Automatic Syntactic Analysis Based on Selectional Preferences

• Κύριοι συγγραφείς: Gelbukh, Alexander (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Calvo, Hiram (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Σειρά: Studies in Computational Intelligence, 765
• Θέματα: Computational intelligence.; Computational linguistics.; Natural language processing (Computer science).; Artificial intelligence.; Computational Intelligence.; Computational Linguistics.; Natural Language Processing (NLP).; Artificial Intelligence.

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 sentenc...

Πίνακας περιεχομένων:

• 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.