Query Intent Detection using Convolutional Neural Networks
Query Intent Detection using Convolutional Neural Networks
Homa B. Hashemi, Amir Asiaee, Reiner Kraft
QRUMS workshop - February 22, 2016
Query Intent Detection
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Query Intent Detection
Person Birth Date
2 Query Intent Detection using CNN
Query Intent Detection
michelle obama age barack obama wife birthday
Query Intent Detection
Person Birth Date
3 Query Intent Detection using CNN
Roadmap
? Approaches ? Proposed Method
> Architecture > Convolutional Neural Networks model
? Experiments
> Query Classification > Query Clustering
4 Query Intent Detection using CNN
Approaches
Rule-Based
? Define new rules for a new use case
Query Intent Detection
Classification-Based
5 Query Intent Detection using CNN
Feature Engineering ? Define features
Deep Learning Representations
? Automatically embed queries into a vector space
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