Papers by Stav Yanovsky Daye
Consistent Text Categorization using Data Augmentation in e-Commerce (2023.acl-industry)
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| Challenge: | Upon closer inspection, we found inconsistencies in the labeling of similar items. |
| Approach: | They propose to improve an existing product categorization model that takes a product title as input and outputs the most suitable category out of thousands of available candidates. |
| Outcome: | The proposed model is based on a product title and outputs the most suitable category out of thousands of available candidates. |