Research
My long term research goals are focused on investigating methods of incorporating high-level cognitive capabilities into models. In the short and medium term, my research is focused on the infusion of world knowledge and common sense into pre-trained language models (e.g.
...Teaching
I teach Machine learning (CM20315) at the University of Bath. I am a Fellow of the Higher Education Academy (HEA)
Previously,
...Entrepreneurship
Prior to starting my PhD, I co-founded and ran Webfluenz, a product based social media marketing company, for six years. Webfluenz started as a three person operation out of a small terrace in India. ...
Research Highlights
I am one of the organisers of the Construction Grammars and NLP (CxGs+NLP) Workshop which is being held as part of the Georgetown University Round Table on Linguistics (GURT),
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We show that BERT, while capable of handling imbalanced classes with no additional data augmentation, does not generalise well when the training and test data are sufficiently dissimilar (as is often the case with news sources,
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Question Classification is the task of classifying a question based on the expected answer. As an example, the question “Who is the prime minister?” could be assigned the class “person”,
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