dmytro_ushatenko/pages/topics/hatespeech

title	category	tag
Hate Speech	project	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

Links:

• https://hatespeechdata.com/
• https://oznacuj-dezinfo.kinit.sk/