Text Understanding

This demo showcases a set of Deep Learning classifiers that identify semantic and pragmatic properties of texts:

  • Speech Acts: Returns the predicted intent of sentences, e.g., commands, questions, statements, etc.
  • Sentiment: Returns the predicted sentiment of sentences, e.g., positive, negative or neutral.
  • Emotion: Returns the predicted emotions of sentences, e.g., anger, joy, fear, etc.
  • Sarcasm: Predicts if a sentence is sarcastic or not.

Examples:

I really loved this device the first few months I had it and was ready to purchase more in this collection (Big Echo, Show, etc.) However, about 6 weeks ago my echo lost the ability to pause and play, which is very frustrating.

The hotel location is perfect. Located directly across from the metro so it is easy to get everywhere. But the rooms are in great need of an upgrade. I had a king room with no view, and poor lighting. The color scheme in the room was drab and kind of depressing. So yeah, excellent design!

I just love it when people make plans for me without actually including me in this process