Dual Memory Network Model for Biased Product Review Classification

In sentiment analysis (SA) of product reviews, both user and product information are proven to be useful. Current tasks handle user profile and product information in a unified model which may not be able to learn salient features of users and products effectively... (read more)

PDF Abstract WS 2018 PDF WS 2018 Abstract
No code implementations yet. Submit your code now

Datasets


  Add Datasets introduced or used in this paper
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT BENCHMARK
Sentiment Analysis User and product information DUPMN IMDB (Acc) 53.9 # 4
Yelp 2013 (Acc) 66.2 # 4
Yelp 2014 (Acc) 67.6 # 2

Methods used in the Paper


METHOD TYPE
Memory Network
Working Memory Models