Loading the model (about 125 MB, downloaded once then cached)
Sentiment, one aspect
at a time
Aspect-based analysis with explanations
A single review can praise the food and pan the service. Facet scores each aspect separately, shows which words drove the call, and finds the smallest edit that flips it.
Results
Scores for each aspect appear here.
Why this prediction
Each word is removed in turn. The change in the model's score shows how much that word pushed the result.
Flip the sentiment
Searches for the fewest word edits (at most 3) that change the label.