Search Results for author: Marián Šimko

Found 5 papers, 3 papers with code

Beyond Image-Text Matching: Verb Understanding in Multimodal Transformers Using Guided Masking

1 code implementation29 Jan 2024 Ivana Beňová, Jana Košecká, Michal Gregor, Martin Tamajka, Marcel Veselý, Marián Šimko

The dominant probing approaches rely on the zero-shot performance of image-text matching tasks to gain a finer-grained understanding of the representations learned by recent multimodal image-language transformer models.

Image-text matching Text Matching

Women Are Beautiful, Men Are Leaders: Gender Stereotypes in Machine Translation and Language Modeling

no code implementations30 Nov 2023 Matúš Pikuliak, Andrea Hrckova, Stefan Oresko, Marián Šimko

We present GEST -- a new dataset for measuring gender-stereotypical reasoning in masked LMs and English-to-X machine translation systems.

Language Modelling Machine Translation +1

Average Is Not Enough: Caveats of Multilingual Evaluation

1 code implementation3 Jan 2023 Matúš Pikuliak, Marián Šimko

This position paper discusses the problem of multilingual evaluation.

Position

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