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Daniel Hládek 2024-05-03 15:00:20 +02:00
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@ -24,16 +24,17 @@ Plan:
- Create small evaluation set in Slovak - Create small evaluation set in Slovak
- Try multilingual/crosslingual approach. Possibility of machine translation. - Try multilingual/crosslingual approach. Possibility of machine translation.
- Annotate a bigger Slovak Corpus - Annotate a bigger Slovak Corpus
- Recognize and publish scientific contribution - Recognize and publish scientific contribution
Futire Tasks: Future Tasks:
- Evaluate existing multilingual model. E.G. https://huggingface.co/Andrazp/multilingual-hate-speech-robacofi - Evaluate existing multilingual model. E.G. https://huggingface.co/Andrazp/multilingual-hate-speech-robacofi
- Translate existing English dataset into Slovak. Use OPUS English Slovak Marian NMT model. Train Slovak munolingual model. - Translate existing English dataset into Slovak. Use OPUS English Slovak Marian NMT model. Train Slovak munolingual model.
- Annotate a Twitter Dataset. Possible guidelines are: https://developers.perspectiveapi.com/s/about-the-api-training-data?language=en_US - Train or finetune or prompt a large langauge model.
In progress tasks: In progress tasks:
- Annotate a Twitter Dataset. Possible guidelines are: https://developers.perspectiveapi.com/s/about-the-api-training-data?language=en_US
- Annotate a Facebook Dataset. Use some other guidelines. e.g. sentence-level annotation, for context sensitive hate. - Annotate a Facebook Dataset. Use some other guidelines. e.g. sentence-level annotation, for context sensitive hate.
- Prepare existing Slovak Twitter dataaset, train evaluate a model. - Prepare existing Slovak Twitter dataaset, train evaluate a model.
@ -50,10 +51,13 @@ People:
- Daniel Hládek - Daniel Hládek
- Zuzana Sokolová - Zuzana Sokolová
- [Vladimír Ferko](/students/2021/vladimir_ferko) - [Vladimír Ferko](/students/2021/vladimir_ferko)
- [Sevval Bulburu](/interns/sevval_bulburu) - [Tetiana Mohorian](/students/2022/tetiana_mohorian)
- [Patrik Pokrivčák](/students/2019/patrik_pokrivcak)
Former participants: Former participants:
- [Sevval Bulburu](/interns/sevval_bulburu)
- [Manohar Gowdru Shridharu](/students/2021/manohar_gowdru_shridharu) - [Manohar Gowdru Shridharu](/students/2021/manohar_gowdru_shridharu)
@ -62,4 +66,4 @@ Links:
- https://europeanonlinehatelab.com/ - https://europeanonlinehatelab.com/
- https://hatespeechdata.com/ - https://hatespeechdata.com/
- https://oznacuj-dezinfo.kinit.sk/ - https://oznacuj-dezinfo.kinit.sk/