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In this project, we have investigated the use of advanced machine learning methods, specifically fine-tuned large language models, for pre-annotating data for a lexical extension task, namely adding descriptive words (verbs) to an existing (but incomplete, as of yet) ontology of event types.
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Making a semantic event-type ontology multilingual
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Tsung-Yi Lin, Priyal Goyal, Ross Girshick, Kaiming He, and Piotr Dollar. 2018 · 2018
Cited alongside, same era.
Creating a Verb Synonym Lexicon Based on a Parallel Corpus
Zdeňka Urešová, Eva Fučíková, Eva Hajičová, and Jan Hajič. 2018a
Cited in the paper.
A Cross-lingual synonym classes lexicon
Zdeňka Urešová, Eva Fučíková, Eva Hajičová, and Jan Hajič. 2018b
Cited in the paper.
Cristina Fernández-Alcaina, Eva Fučíková, and Zdeňka Urešová. 2023 · 2023
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