Aleksandra Edwards
4 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)
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Mega-Team · Squad
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The Questioner
Venues
Top co-authors
Research topics
Keywords
text classification
(3)
few-shot learning
(2)
domain adaptation
(1)
data augmentation
(1)
in-context learning
(1)
low-resource language
(1)
seed selection
(1)
pre-trained language model
(1)
language model fine-tuning
(1)
word embedding
(1)
multilingual evaluation
(1)
multiple-choice question
(1)
generative language model
(1)
cross-cultural evaluation
(1)
active learning
(1)
short-answer question
(1)
zero-shot learning
(1)
Papers
SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures
SemEval 2026
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