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Discussion Paper

Attribute Sentiment Scoring With Online Text Reviews : Accounting for Language Structure and Attribute Self-Selection

The authors address two novel and significant challenges in using online text reviews to obtain attribute level ratings. First, they introduce the problem of inferring attribute level sentiment from text data to the marketing literature and develop a deep learning model to address it.