Text Intent Classification Task
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An Text Intent Classification Task is a text classification task that maps to a user intention category.
- Context:
- It can be solved by a Text Intent Classification System (that implements a text intent classification algorithm).
- …
- Example(s):
- “tell Jane that I'll be late” ⇒
Message Send. - “send a message that I'll be late to Jane” ⇒
Message Send.
- “tell Jane that I'll be late” ⇒
- counter-Example(s):
- See: Text Understanding, Sentiment Detection, Query Intent.
References
2015
- (Ding et al., 2015) ⇒ Xiao Ding, Ting Liu, Junwen Duan, and Jian-Yun Nie. (2015). “Mining User Consumption Intention from Social Media Using Domain Adaptive Convolutional Neural Network.” In: Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence. ISBN:0-262-51129-0
- QUOTE: ... Social media platforms are often used by people to express their needs and desires. Such data offer great opportunities to identify users' consumption intention from user-generated contents, so that better tailored products or services can be recommended. ...