Document Level Sentiment Analysis

task ID: documentlevelsentimentanalysis

Related Papers

Unsupervised Improving of Sentiment Analysis Using Global Target Context

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Publication: TIPSTER (2013)

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Current approaches to document-level sentiment analysis rely on local informa- tion, e.g., the words within the given doc- ument. We try to achieve better perfor- mance by incorporating global context …...

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Improving Document-Level Sentiment Analysis with User and Product Context

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AbstractPast work that improves document-level sentiment analysis by encoding user and product in- formation has been limited to considering only the text of the current review. We investigate incorporating additional …...

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Dataset and Baseline for Automatic Student Feedback Analysis

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AbstractIn this paper, we present a student feedback corpus, which contains 3000 instances of feedback written by university students. This dataset has been annotated for aspect terms, opinion terms, polarities …...

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Entity-Level Sentiment Analysis (ELSA): An Exploratory Task Survey

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AbstractThis paper explores the task of identifying the overall sentiment expressed towards volitional entities (persons and organizations) in a document - what we refer to as Entity-Level Sentiment Analysis (ELSA). …...

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