Deep Learning NLP

Sentiment Classification

Performed sentiment analysis on IMDb reviews using a variety of deep learning methods for the course Artificial Intelligence II, namely:

• Feed Forward Networks
• Recurrent Neural Networks
• Pre-trained BERT

When possible provided parts of the reports submitted with the assignments.

Question Answering

Developed entity span and relation prediction models over the knowledge graph Wikidata, that can be used to implement a question answering engine .