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← Authors

Aleksandra Edwards

3 papers · 2020–2024 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

COLING (2) EMNLP (1)

Top co-authors

Jose Camacho-Collados (3) Alun Preece (2) Asahi Ushio (1) Helene Ribaupierre (1) Hélène De Ribaupierre (1)

Keywords

text classification (3) few-shot learning (2) domain adaptation (1) data augmentation (1) in-context learning (1) seed selection (1) pre-trained language model (1) language model fine-tuning (1) word embedding (1) active learning (1) generative language model (1) zero-shot learning (1)

Papers

Language Models for Text Classification: Is In-Context Learning Enough? COLING 2024 Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022 Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification COLING 2020