Paper Info
Title
Towards a Lexicon-grammar based Framework for NLP: an Opinion Mining Application.
Abstract
The present research exploits the large amount of linguistic resources developed into the Lexicon-grammar paradigm in the domain of the Opinion Mining. Grounded on the Semantic Predicates theory, the proposed system is able to automatically match the syntactic structures selected by special classes of verbs, indicating positive or negative Sentiment, Opinion or Physical acts, with the semantic frames evoked by the same lexical items. This methods has been tested on a large dataset composed of short texts, such as tweets and news headings.
Year
Venue
Field
2015
RANLP
Information retrieval,Computer science,Sentiment analysis,Lexical item,Grammar,Exploit,Lexicon,Software,Artificial intelligence,Natural language processing,Predicate (grammar),Syntax
DocType
Citations 
PageRank 
Conference
0
0.34
References 
Authors
20
4
Name
Order
Citations
PageRank
Annibale Elia174.95
Serena Pelosi215.08
Alessandro Maisto326.82
Raffaele Guarasci402.37