Search Results for author: Cristina Espana-Bonet

Found 2 papers, 2 papers with code

Measuring Spurious Correlation in Classification: 'Clever Hans' in Translationese

1 code implementation25 Aug 2023 Angana Borah, Daria Pylypenko, Cristina Espana-Bonet, Josef van Genabith

Translationese signals are subtle (especially for professional translation) and compete with many other signals in the data such as genre, style, author, and, in particular, topic.

Classification

Are the Best Multilingual Document Embeddings simply Based on Sentence Embeddings?

1 code implementation28 Apr 2023 Sonal Sannigrahi, Josef van Genabith, Cristina Espana-Bonet

We demonstrate that while a simple sentence average results in a strong baseline for classification tasks, more complex combinations are necessary for semantic tasks.

Sentence Sentence Embeddings +1

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