Semantic Equivalence of e-Commerce Queries

Daniel Tunkelang Daniel Tunkelang

Daniel Tunkelang

Query Understanding

发布日期: 2023年8月7日
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I am proud to share the slides for “Semantic Equivalence of e-Commerce Queries”, which my eBay colleague?Aritra Mandal?presented this morning at the?KDD 2023?Workshop on E-Commerce and Natural Language Processing (ECNLP).

Our work demonstrates how to measure e-Commerce?query similarity?by aggregating historical searcher behavior for frequent queries and then training a?sentence transformer?model that generalizes to unseen queries. We show results for proprietary eBay data as well as for the?Amazon Shopping Queries Dataset?used in last year’s?KDD Cup.

Slides below. Enjoy!


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