NLP projects as student of MSc in Data Science
- nGrams: Building autocomplete and spelling correction models using trigram and bigram by scratch.
- Greeklish detection: Crawl youtube to find comments of greek videos and building a model to categorize them between greek, greeklish and english language.
- LLM Detection: Building a model to detect whether an essay is written by a human or an LLM.
- Sentiment Analysis: Building an MLP model for binary classification of a document sentiment.
- Part of speech tagging: Building an LSTM model for sequence to sequence classification.
- Part of speech tagging: Building a Transformer model for sequence to sequence classification.