2021-12-02 13:14:18 +00:00
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---
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title: Hate Speech
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category: [project]
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tag: [hatespeech,nlp,nlm]
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---
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2021-12-02 08:42:59 +00:00
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# Hate Speech Scientific Project
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2021-12-02 08:28:23 +00:00
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Goal:
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2022-01-28 12:00:19 +00:00
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- To be able to recognize parts of text that contains hate or vulgarisms.
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2021-12-02 08:28:23 +00:00
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2022-01-28 12:00:19 +00:00
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Possible applications:
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- Management of discussion forums / detection of spam or abuse.
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- "Postprocessing" for biased generative language models - preventing to generate inapropriate responses.
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2021-12-02 08:28:23 +00:00
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Plan:
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- Perform a review of the state-of-the-art
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- Pick established (english) corpora
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- Formalize the problem - classification of sentiment, recognition of topic, keyword selection,
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- Propose a preliminary system, repeat existing approach.
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- Create small evaluation set in Slovak
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- Try multilingual/crosslingual approach. Possibility of machine translation.
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2022-01-28 12:00:19 +00:00
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- Annotate a bigger Slovak Corpus
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- Recognize and publish scientific contribution
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2021-12-02 08:29:59 +00:00
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People:
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- Ján Staš
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- Daniel Hládek
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- Zuzana Sokolová
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2022-01-28 12:04:51 +00:00
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- [Manohar Gowdru Shridharu](/students/2021/manohar_gowdru_shridharu)
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2021-12-02 08:34:21 +00:00
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Sources:
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2021-12-02 08:42:59 +00:00
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https://hatespeechdata.com/
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