Addressing LLM limitations. Approaches for addressing LLM limitations, such as lack of robust reasoning, difficult to control their outputs, and hallucination.
Narrative Understanding with LLMs. Comprehend extended and complex texts, such as novels, ESG reports and long articles.
Trustworthy AI. Interpreting neural model decisions, uncertainty estimation and interpretation.
AI for Education. AI-enabled explainable student answer assessment, personalised feedback for secondary school science education.
NLP Applications. NLP for healthcare, finance, and social media.
Multimodal learning. Analysing multimodal data such as text and image for story illustration, caption generation and image generation.
Lead of the Digital and AI Innovation Theme, Enhanced Maternal and Baby Results with AI-supported Care and Empowerment (EMBRACE) (2025-2031), funded by Inkfish.
AI-enabled High-Stakes Assessment (2025-2028), funded by the EPSRC.
Personalised AI feedback for secondary school science (Dec 2024 – Apr 2025), funded by the Department for Education, UK.
Elandi: trustworthy generative AI for affordable personalised learning and development (2024-2025), funded by Innovate UK under the Accelerating Trustworthy AI: Phase 2 Collaborative R&D call, led by AI for Global Goals.
A Lebesgue Integral based Approximation for Language Modelling (2023-2025), funded by the EPSRC.
Character-Centric Narrative Understanding, (2023-2027), funded by the EPSRC ICASE, with Huawei London Research Centre.
Automated Scoring System for GCSE Science Exams, (2022-2026), funded by AQA.
Event-Centric Framework for Natural Language Understanding (Jan 2021-Dec 2025), Turing AI Acceleration Fellowship, funded by the UKRI.
Twenty20Insight (2020-2023). Funded by the EPSRC.
Learning from COVID-19: An AI-enabled evidence-driven framework for claim veracity assessment during pandemics (2020-2022), funded by the EPSRC.