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Update classification-use-cases.md (huggingface#869)
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VioletteLepercq authored Mar 1, 2023
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title: "Leveraging Hugging Face for complex text classification use cases"
thumbnail: blog/assets/78_ml_director_insights/blogthumbnail.png
authors:
- user: VioletteLepercq
- user: juliensimon
- user: VioletteLepercq
- user: florentgbelidji
- user: lnazarenko
- user: lsmith77
Expand All @@ -29,7 +29,7 @@ _If you're interested in building ML solutions faster, visit the [Expert Acceler
As IT continues to evolve and reshape our world, creating a more diverse and inclusive environment within the industry is imperative. [Witty Works](https://www.witty.works/) was built in 2018 to address this challenge. Starting as a consulting company advising organizations on becoming more diverse, Witty Works first helped them write job ads using inclusive language. To scale this effort, in 2019, they built a web app to assist users in writing inclusive job ads in English, French and German. They enlarged the scope rapidly with a writing assistant working as a browser extension that automatically fixes and explains potential bias in emails, Linkedin posts, job ads, etc. The aim was to offer a solution for internal and external communication that fosters a cultural change by providing micro-learning bites that explain the underlying bias of highlighted words and phrases.

<p align="center">
<img src="blog/assets/78_ml_director_insights/wittyworks.png"><br>
<img src="/blog/assets/78_ml_director_insights/wittyworks.png"><br>
<em>Example of suggestions by the writing assistant</em>
</p>

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