| .. | ||
| README.md | ||
| title | published | taxonomy | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Manohar Gowdru | true |
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Manohar Gowdru
Beginning of the study: 2021
Disertation Thesis
in 2023/24
Hate Speech Detection
Goals:
- Write a dissertaion thesis
- Publish 2 A-class journal papers
Minimal Thesis
(preliminary dissertaion and exam in 2022/23)
Goals:
- Provide state-of-the-art overview.
- Formulate dissertation theses (describe scientific contribution of the thesis).
- Prepare to reach the scientific contribution.
- Publish 4 conference papers.
First year of PhD study
Goals:
- Provide state-of-the-art overview.
- Read and make notes from at least 100 scientific papers or books.
- Publish at least 2 conference papers.
- Prepare for minimal thesis.
First tasks:
Prepare a report where you will explain:
- what is hate speech detection,
- where and why you can use hate-speech detection,
- what are state-of-the-art methods for hate speech detection,
- how can you evaluate a hate-speech detection system,
- what datasets for hate-speech detection are available,
The report should properly cite scientific bibliographical sources. Use a bibliography manager software, such as Mendeley. Create a VPN connection to the university network to have access to the scientific databses. Use scientific indexes to discover literature:
- https://www.scopus.com/ (available from TUKE VPN)
- https://scholar.google.com
Your review can start with:
- Hate speech detection: Challenges and solutions https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0221152#sec003
- https://hatebase.org/
- Resources and benchmark corpora for hate speech detection: a systematic review https://link.springer.com/article/10.1007/s10579-020-09502-8
Get to know the Python programming language
- Read https://diveintopython3.net/
- Install https://www.anaconda.com/
- Try HuggingFace Transformers library https://huggingface.co/transformers/quicktour.html