Aleksandra Edwards

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 7

Top Topics

Computationally Intensive

Document Retrieval

Text Classification

Training Documents

Top Venues

DeepOntoNLP/X-SENTIMENT@ESWC

ESWC (Satellite Events)

Publications

Aleksandra Edwards, José Camacho-Collados
Language Models for Text Classification: Is In-Context Learning Enough? LREC/COLING (2024)
Aleksandra Edwards, José Camacho-Collados
Language Models for Text Classification: Is In-Context Learning Enough? CoRR (2024)
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 (2021)
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)
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 (2020)
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)
Aleksandra Edwards, Alun D. Preece, Hélène de Ribaupierre
Knowledge Extraction from a Small Corpus of Unstructured Safeguarding Reports. ESWC (Satellite Events) (2019)