Contextual Brand Safety - I

Sooraj Subrahmannian
Apr 15 · 6 min read
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Introduction

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Goals & metrics

Previous work

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It is not the keyword that is threatening, it is the context in which the word decides whether an article is threatening or not.

Data collection and preprocessing

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Data requirements for language modelling
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Data enrichment process
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Effect of type-to-token ratio score

Data sampling

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Buckets of score quantiles

Conclusion


gumgum-tech

Thoughts from the GumGum tech team

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