Go simple and pre-train on domain-specific corpora: On the role of training data for text classification A Edwards, J Camacho-Collados, H De Ribaupierre, A Preece Proceedings of the 28th international conference on computational …, 2020 | 31 | 2020 |
Guiding generative language models for data augmentation in few-shot text classification A Edwards, A Ushio, J Camacho-Collados, H de Ribaupierre, A Preece arXiv preprint arXiv:2111.09064, 2021 | 24 | 2021 |
Language Models for Text Classification: Is In-Context Learning Enough? A Edwards, J Camacho-Collados arXiv preprint arXiv:2403.17661, 2024 | 10 | 2024 |
Knowledge extraction from a small corpus of unstructured safeguarding reports A Edwards, A Preece, H De Ribaupierre The Semantic Web: ESWC 2019 Satellite Events: ESWC 2019 Satellite Events …, 2019 | 2 | 2019 |
Predicting themes within complex unstructured texts: A case study on safeguarding reports A Edwards, D Rogers, J Camacho-Collados, H de Ribaupierre, A Preece arXiv preprint arXiv:2010.14584, 2020 | 1 | 2020 |
Extracting knowledge from complex unstructured corpora: Text classification and a case study on the safeguarding domain A Edwards Cardiff University, 2022 | | 2022 |