Content moderation with humans and ML

Find out how companies in e-commerce and ad tech build multilingual, large-scale, efficient moderation projects with ML and human expertise.

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Overview

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Does your business handle images, comments, product descriptions, ads, or other content that needs to be moderated? Join us to learn from unique content moderation cases. Find out how companies in e-commerce and ad tech build multilingual, large-scale, efficient moderation projects with ML and human expertise.

This meetup will be relevant to ML engineers, ML researchers, data scientists, and anyone who interacts with AI. Content is geared toward an audience with an intermediate level of experience in ML.

Agenda

* The time is indicated in Israeli time zone (UTC+2)

18:00 - 18:30

Gathering and Refreshments

18:30 - 19:00

Item moderation and data multi-labeling for e-commerce

19:00 - 19:30

AI content moderation: the truth is out there

19:30 - 19:45

Break

19:45 - 20:15

Panel discussion about moderation

Item moderation and data multi-labeling for e-commerce

In this talk, delivered jointly by Toloka, a global data labeling platform, and AliExpress, a multinational e-commerce marketplace, we will present a practical use case focusing on high-quality multilingual data annotation at an industrial scale. Lena Gruntova, the product director at AliExpress, will share their experience in setting up data annotation processes for search relevance, object matching, and localization.

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Elena Gruntova
AliExpressProduct DirectorProfile link

AI content moderation: the truth is out there

As a leading content recommendation platform, we at Taboola face many unexpected challenges. The journey for finding the "ground truth" is full of twists, engineering problems and of course - the human factor.In this talk we will unveil some of the surprising, shocking and quite frankly - weird use cases we see here in Taboola.

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Gal Cohen
TaboolaProduct ManagerProfile link

Panel discussion about moderation

Grab a drink and ask our guest experts everything you ever wanted to know about moderation.

Representatives from Taboola, AliExpress, Booking.com and Toloka will answer questions. We are open to including more experts in the panel discussion. If you would like to suggest someone, let us know.

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Elena Gruntova
AliExpressProduct DirectorProfile link
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Gal Cohen
TaboolaProduct ManagerProfile link
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Moran Beladev
Booking.comMachine Learning ManagerProfile link
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Olga Megorskaya
TolokaCEOProfile link

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