The Fifth Elephant 2019

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CNN for Query Categorization in ​ E-Commerce

Submitted by Deepak Arora (@deepakarora) on Jun 14, 2019

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Query categorization is a fundamental problem in e-commerce.
For a query, find most relevant category of products.
Think about it:
Apples bought from electronics do not taste sweet.
Apples at Grocery Store don’t have OS.
Queries have multiple tokens. Longer the query , less products supporting it.
Milk 2 % and 2% Milk probably mean the same product.

Outline

Problem Statement
Word Embeddings Used
CNN architecture
Results

Speaker bio

Deepak Arora is Staff Data Scientist in Walmart Search Team.

Slides

https://drive.google.com/file/d/1FmsK4TqcNZ7HVBvpHQAy4DZjYnv5HtR5/view?usp=sharing

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