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vukosim authored Nov 7, 2024
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# Student Projects

## 2024
You can view the project presentations online [[Youtube Playlist](https://www.youtube.com/playlist?list=PLSQgWNK_M4a9fqQm0FIco10PDeEv2YWHh)]

* Application of word embeddings in Isizulu to extracting discourse Atoms. **Akhona Stafane**
* Topic-based Emotion Classification of South African Post Office Tweets **Carl du Plessis**
* A Semantic Network Approach to Measuring Relatedness **Emmanuel Tovurawa**
* Improving South African Police Service (SAPS) Twitter crime reporting and public engagement using topic modelling **Gift Silinda**
* Analyzing South African cabinet speeches using LLMs **Juliet Rushambwe**
* AfriNewsClassify: Multilingual News Topic Classification for African Languages **Thakhani Madzivhandila**
* Learning From Other Languages **Michael du Plessis**
* A comparative Study of LLMs with Similar Training Objectives Across Key NLP Tasks **Mihle Senene**
* Topic Classification for SABC News Corpus using Supervised Machine Learning Methods **Mzwakhe Didishe**
* SABC News Categorization/Classification **Talifhani Nekhumbe**
* Cross-lingual Transfer Learning for African News Categorisation: BERT and Traditional Model with Data Augmentation **Omphemetse Tlakula**
* Using Deep Learning Approaches for Sentiment Analysis on African Languages **Realeboga Monare**
* Exploring 'Bathong': A Decade of Cultural Expression on South African Social Media through Emoji, Sentiment, and Topic Analysis **Reolin Govender**
* Advanced NLP Modelling and Geolocation Analysis on SAPS Twitter Data **Robert van Aswegen**
* Topic Modeling of South African Post Office Twitter Data: Comparing Techniques to Identify Service Delivery Issues **Tshifhiwa Mashaba**

## 2023
You can view the project presentations online [[Youtube Playlist](https://www.youtube.com/playlist?list=PLSQgWNK_M4a9Ea4AvS1oL_x9qjv2mvx9i)]
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* Developing a Natural Language Processing-driven categorisation system for SABC news corpus **Refiloe Kekana**
* ANALYSING SOUTH AFRICAN POLICE TWEETS USING TOPIC MODELING TECHNIQUES **Reshay Mahepal**
* Unsupervised Sentiment Analysis: A Deep Dive into Understanding Twitter Users Sentiment Towards the South African Post Office **Sachin Modi**
* Bathong! Exploring South African slang in Twitter Discourse **Thokozani Msezane**
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* Bathong! Exploring South African slang in Twitter Discourse **Thokozani Msezane**

## 2022
You can view the project presentations online [[Youtube Playlist](https://www.youtube.com/playlist?list=PLSQgWNK_M4a8iPzRQJujNfZ0w7qGX57vi)]

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