State Of The Art Text Summarisation Techniques
Developing a Sequence-to-Sequence model to generate news headlines – trained on real-world articles from US news publications – and building a text classifier utilising these headlines.
Crime and Neural Nets
Introducing Recurrent Neural Networks with Long-Short-Term Memory and Gated Recurrent Unit to predict reported Crime Incident
ULMFiT: State-of-the-Art in Text Analysis
Application of state-of-the-art text analysis technique ULMFiT to a Twitter Dataset