Aleksandra Edwards

According to our database, Aleksandra Edwards authored at least 5 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Language Models for Text Classification: Is In-Context Learning Enough?

Aleksandra Edwards, José Camacho-Collados

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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

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

Proceedings of the Joint Proceedings of the 2nd International Workshop on Deep Learning meets Ontologies and Natural Language Processing (DeepOntoNLP 2021) & 6th International Workshop on Explainable Sentiment Mining and Emotion Detection (X-SENTIMENT 2021) co-located with co-located with 18th Extended Semantic Web Conference 2021, Hersonissos, Greece, June 6th, 2021

2020

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

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Knowledge Extraction from a Small Corpus of Unstructured Safeguarding Reports.

Aleksandra Edwards, Alun D. Preece, Hélène de Ribaupierre

Proceedings of the Semantic Web: ESWC 2019 Satellite Events, 2019