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2019 ACL ACL 2019

Cognate Projection for Low-Resource Inflection Generation

Abstract

AbstractWe propose cognate projection as a method of crosslingual transfer for inflection generation in the context of the SIGMORPHON 2019 Shared Task. The results on four language pairs show the method is effective when no low-resource training data is available.

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

Authors

Bradley Hauer , Amir Ahmad Habibi , Yixing Luan , Rashed Rubby Riyadh , Grzegorz Kondrak

Topics

Interdisciplinary > Linguistics > Computational Linguistics Machine Learning > Learning Types > Transfer Learning Natural Language Processing > Understanding > Morphology Natural Language Processing > Applications > Text Processing

Keywords

low-resource language crosslingual transfer morphological processing inflection generation cognate projection
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