Bidirectional Encoder Representations from Transformers (BERT)
Comparing Bidirectional Encoder Representations from Transformers (BERT) with DistilBERT and Bidirectional Gated Recurrent Unit (BGRU) for anti-social online behavior detection
Economic Uncertainty Identification
Identification of Economic Uncertainty from Newspaper Articles Using State of the Art Models.
Generating Synthetic Comments to Balance Data for Text Classification
Generating toxic comment text using GPT-2 to improve classification when data for one class is sparse
Big Peer Review Challenge
Application of state-of-the-art text classification techniques ELMo and ULMFiT to A Dataset of Peer Reviews (PeerRead)
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.
Text Classification with Hierarchical Attention Network
Hierarchical Attention Networks - An Introduction
ULMFiT: State-of-the-Art in Text Analysis
Application of state-of-the-art text analysis technique ULMFiT to a Twitter Dataset