Knowledge Extraction from a Small Corpus of Unstructured Safeguarding Reports. - Aleksandra Edwards; Alun D. Preece; Hélène de Ribaupierre (ESWC (Satellite Events), 2019)

Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification. - Aleksandra Edwards; José Camacho-Collados; Hélène de Ribaupierre; Alun D. Preece (COLING, 2020)

Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports. - Aleksandra Edwards; David Rogers; José Camacho-Collados; Hélène de Ribaupierre; Alun D. Preece (DeepOntoNLP/X-SENTIMENT@ESWC, 2021)

Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification. - Aleksandra Edwards; Asahi Ushio; José Camacho-Collados; Hélène de Ribaupierre; Alun D. Preece (CoRR, 2021)

Language Models for Text Classification: Is In-Context Learning Enough? - Aleksandra Edwards; José Camacho-Collados (LREC/COLING, 2024)