SOTAVerified

Attribute Mining

The attribute mining task assumes an open-world setting in which novel attributes and their values are extracted from free text. The task is mainly studied in the e-commerce context, where new attribute are mined from product titles and product descriptions.

Papers

Showing 14 of 4 papers

TitleStatusHype
An Empirical Comparison of Generative Approaches for Product Attribute-Value IdentificationCode0
Towards Open-World Product Attribute Mining: A Lightly-Supervised ApproachCode0
OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak SupervisionCode1
Attribute Mix: Semantic Data Augmentation for Fine Grained RecognitionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1T5 Large - End2EndF1-score95.19Unverified