Phrase dependency parsing for opinion mining

Citations Over TimeTop 1% of 2009 papers

Abstract

In this paper, we present a novel approach for mining opinions from product reviews, where it converts opinion mining task to identify product features, expressions of opinions and relations between them. By taking advantage of the observation that a lot of product features are phrases, a concept of phrase dependency parsing is introduced, which extends traditional dependency parsing to phrase level. This concept is then implemented for extracting relations between product features and expressions of opinions. Experimental evaluations show that the mining task can benefit from phrase dependency parsing.

Related Papers

• → Exploiting Synergies Between Open Resources for German Dependency Parsing, POS-tagging, and Morphological Analysis(2013)44 cited
• → A Survey of Unsupervised Dependency Parsing(2020)9 cited
• Easy-First Chinese POS Tagging and Dependency Parsing(2012)
• → Factors influencing dependency parsing of coordinating structure(2009)1 cited
• → Concurrent Parsing of Constituency and Dependency(2019)