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vukosim authored Nov 8, 2023
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# Student Projects


## 2023
You can view the project presentations online [[Youtube Playlist](https://www.youtube.com/playlist?list=PLSQgWNK_M4a9Ea4AvS1oL_x9qjv2mvx9i)]

* SABC News Corpus Classification using Machine Learning and Transformer. **Abiola Akinbowale**
* Identifying South African Infrastructure-related News Articles using CorEx Topic Modelling **Adinda Behrens**
* Standing on the shoulders of giants! Exploring the effectiveness of pre-trained language models on unseen low-resource languages **Bayanda Kutshwa**
* Exploring Patterns from the South African Police Service Tweets **Mabel Mapuwei**
* Topic Modelling of South African Government Speeches with LDA, NMF and BERTopic **Murendi Rampai**
* Exploring Public Sentiment and Themes in the Post Office Dataset **Panashe Mabwe**
* Extracting Atoms for the TshiVenda Language. **Pandelani Nekhumbe**
* 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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## 2022
You can view the project presentations online [[Youtube Playlist](https://www.youtube.com/playlist?list=PLSQgWNK_M4a8iPzRQJujNfZ0w7qGX57vi)]

* Assessing Impact of Tokenizing or Cleaning Emojis on a Sentiment Analysis Task for a Low Resource Language **Johann Pienaar**
* Fine-grained multi-label classification of sexism using Natural Language Processing Techniques **Fiskani Banda **
* Fine-grained multi-label classification of sexism using Natural Language Processing Techniques **Fiskani Banda**
* Twitter Sentiment Analysis on JSE Related Tweets **Tsepang Polaki**
* Multi-label Classification of Rap Lyrics **Matthew Grobler**
* Word representation techniques on neural networks **Matthew Dickson**
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