Dr Isabelle Lorge completed her PhD in Theoretical and Applied Linguistics at the University of Cambridge. During her studies, she turned her interests towards Natural Language Processing. She worked as a Postdoctoral Researcher in the Department of Engineering at Oxford with Professor Janet Pierrehumbert on semantic composition and social media polarisation. She is now a Research Scientist in the Department of Psychiatry investigating Natural Language Processing methods to assist mental health triaging in primary and secondary care with Dr Andrey Kormilitzin. Her interests lie in leveraging large language models (LLMs) for synthetic data generation and constructing knowledge graphs from clinical notes for downstream clinician guidance and more patient-tailored care delivery.
Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models
PIERREHUMBERT J. and LORGE I., (2023), Proceedings of the 6th BlackboxNLP Workshop: Analyzing and Interpreting Neural Networks for NLP.