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My research interests are focussed on the natural language processing areas of information extraction and human-in-the-loop LLMs. Full details can be found on my homepage including a full list of my grants.
Research
Research groups
Research interests
- Natural Language Processing: Large Language Models
- Human-in-the-loop LLMs: Rationale-based learning, Active learning, Adversarial defence, Adversarial training, Interactive sense making.
- Information Extraction: Text/Behaviour classification, Few/Zero shot learning, Location extraction, QA, RAG, Event extraction, Data Rescue, Argument mining.
- Domains: Law Enforcement, Defence, Mental Health, Environmental Science, Social Science
Current research
My research interest is in Natural Language Processing (NLP), specifically Large Language Models (LLMs), Information Extraction and Human-in-the-loop LLMs. In a juxtaposition to NLP areas where web-scale datasets are available, his research focuses on developing novel solutions to problems where training datasets are small, evolving, sparse or fragmented in nature. This can involve both finding new ways to fine-tune LLMs and researching novel methods to get the most out of smaller models.
Research projects
Active projects
Completed projects
Publications
Teaching
Module Leader for Natural Language Processing (NLP) modules COMP3225 (UG) and COMP6253 (PG).
Deputy Director of the UKRI MINDS Centre for Doctoral Training.
If you are a student interested in a PhD in NLP then have a look at my research projects (see my homepage) and contact me to discuss ideas.