Beyond Toxic: Toxicity Detection Datasets are Not Enough for Brand Safety

no code implementations • 27 Mar 2023 • Elizaveta Korotkova, Isaac Kwan Yin Chung

We demonstrate the need for building brand safety specific datasets via the application of common toxicity detection datasets to a subset of brand safety and empirically analyze the effects of weighted sampling strategies in text classification.

Binary Classification Hate Speech Detection +2

Scaling Cross-Domain Content-Based Image Retrieval for E-commerce Snap and Search Application

no code implementations • 13 Apr 2022 • Isaac Kwan Yin Chung, Minh Tran, Eran Nussinovitch

In this industry talk at ECIR 2022, we illustrate how we approach the main challenges from large scale cross-domain content-based image retrieval using a cascade method and a combination of our visual search and classification capabilities.

Content-Based Image Retrieval Retrieval