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author: Daniel Hladek author: Daniel Hladek
--- ---
Sevval Bulburu
IAESTE Intern Summer 2023, two months
Goal: Help with the [Hate Speech Project](/topics/hatespeech)
Meeting 22.8.2023
State:
- Familiar with Python, Anaconda, Tensorflow, AI projects
Tasks:
- Get familiar with the task of Hate speech detection. Find out how can we use Transformer neural networks to detect and categorize hate speech in internet comments created by random people.
- Get familiar with the basic tools: Huggingface Transformers, Prodi.gy
- Set up web-based annotation environment for students (open, cooperation with [/students/2021/vladimir_ferko](Vladimir Ferko) ).
Future tasks (to be decided):
- 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.
- Prepare existing Slovak Twitter dataaset, trainm evaluate a model.