Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network

Document-level sentiment classification is a fundamental problem which aims to predict a user{'}s overall sentiment about a product in a document. Several methods have been proposed to tackle the problem whereas most of them fail to consider the influence of users who express the sentiment and products which are evaluated... (read more)

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Datasets


  Add Datasets introduced or used in this paper
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Sentiment Analysis User and product information UPDMN IMDB (Acc) 46.5 # 6
Yelp 2013 (Acc) 63.9 # 7
Yelp 2014 (Acc) 61.3 # 4

Methods used in the Paper


METHOD TYPE
Memory Network
Working Memory Models