Kathylene Marante
2024
OZemi at SemEval-2024 Task 1: A Simplistic Approach to Textual Relatedness Evaluation Using Transformers and Machine Translation
Hidetsune Takahashi
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Xingru Lu
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Sean Ishijima
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Deokgyu Seo
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Yongju Kim
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Sehoon Park
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Min Song
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Kathylene Marante
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Keitaro-luke Iso
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Hirotaka Tokura
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Emily Ohman
Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024)
In this system paper for SemEval-2024 Task 1 subtask A, we present our approach to evaluating the semantic relatedness of sentence pairs in nine languages. We use a mix of statistical methods combined with fine-tuned BERT transformer models for English and use the same model and machine-translated data for the other languages. This simplistic approach shows consistently reliable scores and achieves above-average rank in all languages.
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Co-authors
- Hidetsune Takahashi 1
- Xingru Lu 1
- Sean Ishijima 1
- Deokgyu Seo 1
- Yongju Kim 1
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