esci
Datasets
All datasets matching “esci”esci
Dataset Card for "esci"
ESCI product search dataset
https://github.com/amazon-science/esci-data/
Preprocessings:
-joined the two relevant files
-product_text aggregate all product text
-mapped esci_label to full name
@article{reddy2022shopping,
title={Shopping Queries Dataset: A Large-Scale {ESCI} Benchmark for Improving Product Search},
author={Chandan K. Reddy and Lluís Màrquez and Fran Valero and Nikhil Rao and Hugo Zaragoza and Sambaran Bandyopadhyay and Arnab Biswas and Anlu… See the full description on the dataset page: https://huggingface.co/datasets/tasksource/esci.ESCIReranking
ESCIReranking
An MTEB dataset
Massive Text Embedding Benchmark
Task category
t2t
Domains
Written
Reference
https://github.com/amazon-science/esci-data/
How to evaluate on this task
You can evaluate an embedding model on this dataset using the following code:
import mteb
task = mteb.get_tasks(["ESCIReranking"])
evaluator = mteb.MTEB(task)
model = mteb.get_model(YOUR_MODEL)
evaluator.run(model)
To learn more about how to run models on mteb task check out… See the full description on the dataset page: https://huggingface.co/datasets/mteb/ESCIReranking.amazon-esci-data
Amazon Shopping Queries Dataset
Dataset for improving product search, ranking and recommendations, featuring query-product pairs with detailed relevance labels.
Overview
The dataset contains search queries paired with up to 40 potentially relevant products, each labeled using the ESCI system:
Exact match: Products that perfectly match the customer's search intent (e.g., searching "iPhone 13" and finding "Apple iPhone 13 128GB")
Substitute product: Alternative products… See the full description on the dataset page: https://huggingface.co/datasets/milistu/amazon-esci-data.amazon_esciesci-data-task2
Dataset Card for "esci-data-task2"
More Information needed
esci-us-small
ESCI Shopping Queries Dataset (US Locale - Small Version)
This is a curated subset of the Amazon Shopping Queries Dataset (ESCI), filtered for the US locale only and using the small version of the dataset.
Dataset Description
The Shopping Queries Dataset is a large-scale manually annotated dataset for improving product search, released by Amazon Science. It contains challenging search queries paired with products and human-labeled relevance judgments.
Original… See the full description on the dataset page: https://huggingface.co/datasets/shuttie/esci-us-small.