zpwiki/pages/topics/hatespeech/README.md

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---
title: Hate Speech
category: [project]
tag: [hatespeech,nlp,nlm]
---
# Hate Speech Scientific Project
Goal:
- To be able to recognize parts of text that contains hate or vulgarisms.
Possible applications:
- Management of discussion forums / detection of spam or abuse.
- "Postprocessing" for biased generative language models - preventing to generate inapropriate responses.
Plan:
- Perform a review of the state-of-the-art
- Pick established (english) corpora
- Formalize the problem - classification of sentiment, recognition of topic, keyword selection,
- Propose a preliminary system, repeat existing approach.
- Create small evaluation set in Slovak
- Try multilingual/crosslingual approach. Possibility of machine translation.
- Annotate a bigger Slovak Corpus
- Recognize and publish scientific contribution
People:
- Ján Staš
- Daniel Hládek
- Zuzana Sokolová
- [Manohar Gowdru Shridharu](/students/2021/manohar_gowdru)
Sources:
https://hatespeechdata.com/