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2023 ACL ACL 2023

DN at SemEval-2023 Task 12: Low-Resource Language Text Classification via Multilingual Pretrained Language Model Fine-tuning

Abstract

AbstractIn our work, a model is implemented that solves the task, based on multilingual pre-trained models. We also consider various methods of data preprocessing

🌉 Interdisciplinary Bridge — Artificial Intelligence and Natural Language Processing
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Interdisciplinary, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Speech & Audio

Authors

Daniil Homskiy , Narek Maloyan

Topics

Artificial Intelligence > Learning Paradigms > Transfer Learning Natural Language Processing > Applications > Text Classification Natural Language Processing > Resources & Methods > Multilingual NLP Machine Learning > Learning Types > Transfer Learning

Keywords

transfer learning text classification low-resource language model fine-tuning multilingual language model data preprocessing
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