Not Wacky vs. Definitely Wacky: A Study of Scalar Adverbs in Pretrained Language Models. - Isabelle Lorge; Janet B. Pierrehumbert (BlackboxNLP@EMNLP, 2023)

STEntConv: Predicting Disagreement between Reddit Users with Stance Detection and a Signed Graph Convolutional Network. - Isabelle Lorge; Li Zhang 131; Xiaowen Dong 001; Janet B. Pierrehumbert (LREC/COLING, 2024)

Model development for bespoke large language models for digital triage assistance in mental health care. - Niall Taylor; Andrey Kormilitzin; Isabelle Lorge; Alejo J. Nevado-Holgado; Andrea Cipriani; Dan W. Joyce (Artif. Intell. Medicine, 2024)

STEntConv: Predicting Disagreement with Stance Detection and a Signed Graph Convolutional Network. - Isabelle Lorge; Li Zhang 131; Xiaowen Dong 001; Janet B. Pierrehumbert (CoRR, 2024)

Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care. - Niall Taylor; Andrey Kormilitzin; Isabelle Lorge; Alejo J. Nevado-Holgado; Dan W. Joyce (CoRR, 2024)

Large Language Models Perform on Par with Experts Identifying Mental Health Factors in Adolescent Online Forums. - Isabelle Lorge; Dan W. Joyce; Andrey Kormilitzin (CoRR, 2024)

Detecting the clinical features of difficult-to-treat depression using synthetic data from large language models. - Isabelle Lorge; Dan W. Joyce; Niall Taylor; Alejo J. Nevado-Holgado; Andrea Cipriani; Andrey Kormilitzin (Comput. Biol. Medicine, 2025)