dmytro_ushatenko/pages/students/2021/manohar_gowdru

title	published	taxonomy
Manohar Gowdru Shridharu	true	category tag author phd2024 lm nlp hatespeech Daniel Hladek

Manohar Gowdru Shridharu

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.

Resources:

• Hate Speech Project Page
• https://hatespeechdata.com/

Meeting 10.12.21

No report (just draft) was provided so far.

1. Read papers from below and make notes what you have learned fro the papers. For each note make a bibliographic citation. Write down authors of the paper, name paper of the paper, year, publisher and other important information. When you find out something, make a reference with a number to that paper. You can use a bibliografic manager software. Mendeley, Endnote, Jabref.
2. From the papers find out answers to the questions below.
3. Pick a hatespeech dataset.
4. Pick an approach and Python library for HS classification.
5. Create a GIT repository and share your experiment files. Do not commit data files, just links how to download the files.
6. Perform and evaluate experiments.

Meeting 10.11.21

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:

• Scopus (available from TUKE VPN)
• Scholar

Your review can start with:

• Hate speech detection: Challenges and solutions
• HateBase
• Resources and benchmark corpora for hate speech detection: a systematic review

Get to know the Python programming language

• Read Dive into Python
• Install Anaconda
• Try HuggingFace Transformers library