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2020 – today
- 2024
[c4]Aleksandra Edwards, José Camacho-Collados:
Language Models for Text Classification: Is In-Context Learning Enough? LREC/COLING 2024: 10058-10072- [i3]Aleksandra Edwards, José Camacho-Collados:
Language Models for Text Classification: Is In-Context Learning Enough? CoRR abs/2403.17661 (2024) - 2021
- [c3]Aleksandra Edwards, David Rogers, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece:
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports. DeepOntoNLP/X-SENTIMENT@ESWC 2021: 1-10 - [i2]Aleksandra Edwards, Asahi Ushio, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece:
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification. CoRR abs/2111.09064 (2021) - 2020
- [c2]Aleksandra Edwards, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece:
Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification. COLING 2020: 5522-5529 - [i1]Aleksandra Edwards, David Rogers, José Camacho-Collados, Hélène de Ribaupierre, Alun D. Preece:
Predicting Themes within Complex Unstructured Texts: A Case Study on Safeguarding Reports. CoRR abs/2010.14584 (2020)
2010 – 2019
- 2019
- [c1]Aleksandra Edwards, Alun D. Preece, Hélène de Ribaupierre:
Knowledge Extraction from a Small Corpus of Unstructured Safeguarding Reports. ESWC (Satellite Events) 2019: 38-42
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