From b46698b1662432b363a6c5acd54e4cb5cb8d01e4 Mon Sep 17 00:00:00 2001 From: Daniel Hladek Date: Wed, 10 Nov 2021 08:46:45 +0100 Subject: [PATCH] zz --- pages/students/2021/manohar_gowdru/README.md | 73 ++++++++++++++++++++ 1 file changed, 73 insertions(+) create mode 100644 pages/students/2021/manohar_gowdru/README.md diff --git a/pages/students/2021/manohar_gowdru/README.md b/pages/students/2021/manohar_gowdru/README.md new file mode 100644 index 0000000000..f1853c71f2 --- /dev/null +++ b/pages/students/2021/manohar_gowdru/README.md @@ -0,0 +1,73 @@ +--- +title: Manohar Gowdru +published: true +taxonomy: + category: [phd2024] + tag: [lm,nlp] + author: Daniel Hladek +--- +# 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](https://uvt.tuke.sk/wps/portal/uv/sluzby/vzdialeny-pristup-vpn) 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 +