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Efsun Sarioglu Kayi

2 accepted papers

2020

Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages

COLING 2020main

We release an urgency dataset that consists of English tweets relating to natural crises, along with annotations of their corresponding urgency status. Additionally, we release evaluation datasets for two low-resource languages, i.e. Sinhala and Odia, and demonstrate an effective zero-shot transfer…

2020

Scalable Cross-lingual Treebank Synthesis for Improved Production Dependency Parsers

COLING 2020industry

We present scalable Universal Dependency (UD) treebank synthesis techniques that exploit advances in language representation modeling which leverage vast amounts of unlabeled general-purpose multilingual text. We introduce a data augmentation technique that uses synthetic treebanks to improve produc…

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