Structured Models for Fine-to-Coarse Sentiment Analysis
From Cohen Courses
Jump to navigationJump to searchThis Paper is reviewed for Social Media Analysis 10-802 in Fall 2012.
Citation
Ryan Mcdonald , Kerry Hannan , Tyler Neylon , Mike Wells , Jeff Reynar, 2007, In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics .
Online version
Structured Models for Fine-to-Coarse Sentiment Analysis
Summary
This paper proposes a novel approach to find sentiments at several granular levels ( paragraph, sentence, phrase, word ) in a document. It introduces a single structured model for classifying text sentiment at these levels. There are various applications of sentiment classification at different levels of granularity.
