Improve Intent Classification for Early Departures / Shortened Stays
Problem: The current intent classifier misidentifies "early departure" or "shortened stay" requests as "Late Check-out". For example, a guest asking for a partial refund to check out early was detected as requesting a late check-out, triggering an incorrect auto-reply with the late check-out fee table.
Impact: Guests receive irrelevant information, creating a poor guest experience and requiring manual correction by the host.
Proposed Solution:
- Update the classifier to ensure "check out early", "leave earlier", and "cut the trip short" are not detected as "Late Check-out".
- Add a dedicated "Early check-out / shortened stay" intent.
- Allow hosts to provide negative examples or exclusions per intent to prevent misclassifications.
Log in to comment and vote
No comments yet
Be the first to share your thoughts.