Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search. (arXiv:2206.06588v1 [cs.IR])

Improving the quality of search results can significantly enhance users
experience and engagement with search engines. In spite of several recent
advancements in the fields of machine learning and data mining, correctly
classifying items for a particular user search query has been a long-standing
challenge, which still has a large room for improvement. This paper introduces
the "Shopping Queries Dataset", a large dataset of difficult Amazon search
queries and results, publicly released with the aim of fostering research in
improving …

arxiv benchmark dataset product product search scale search shopping