Paper Info
Title
Very Quaffable And Great Fun: Applying Nlp To Wine Reviews
Abstract
We automatically predict properties of wines on the basis of smell and flavor descriptions from experts' wine reviews. We show wine experts are capable of describing their smell and flavor experiences in wine reviews in a sufficiently consistent manner, such that we can use their descriptions to predict properties of a wine based solely on language. The experimental results show promising F-scores when using lexical and semantic information to predict the color, grape variety, country of origin, and price of a wine. This demonstrates, contrary to popular opinion, that wine experts' reviews really are informative.
Year
Venue
Field
2016
PROCEEDINGS OF THE 54TH ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS (ACL 2016), VOL 2
Computational semantics,Computer science,Odor,Artificial intelligence,Natural language processing,Semantic field,Vocabulary,Wine
DocType
Volume
Citations 
Conference
P16-2
0
PageRank 
References 
Authors
0.34
0
5
Name
Order
Citations
PageRank
Iris Hendrickx128530.91
Els Lefever216623.26
Ilja Croijmans300.68
Asifa Majid41410.85
Antal Bosch5161.98