Deep Learning

Aspect Based Semantic Review Search

Have you ever tried searching Airbnb reviews to learn about specific characteristics of an accomodation you are trying to book? The current system simply allows for keyword-based search. However, keyword-based search is seldom exhaustive and does not show the best possible results to the end-user. Consider the example in the review search above. The user is interested to answer the following question: How is the location of the listing? As shown in the search results, the word location is highlighted and it is basically keyword-based search.

Hierarchical Transfer Learning for Multi-label Text Classification