MultiBLiMP 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2025
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| _version_ | 1866911633821925376 |
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| author | Jumelet, Jaap Weissweiler, Leonie Nivre, Joakim Bisazza, Arianna |
| author_facet | Jumelet, Jaap Weissweiler, Leonie Nivre, Joakim Bisazza, Arianna |
| contents | We introduce MultiBLiMP 1.0, a massively multilingual benchmark of linguistic minimal pairs, covering 101 languages and 2 types of subject-verb agreement, containing more than 128,000 minimal pairs. Our minimal pairs are created using a fully automated pipeline, leveraging the large-scale linguistic resources of Universal Dependencies and UniMorph. MultiBLiMP 1.0 evaluates abilities of LLMs at an unprecedented multilingual scale, and highlights the shortcomings of the current state-of-the-art in modelling low-resource languages. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2504_02768 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | MultiBLiMP 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs Jumelet, Jaap Weissweiler, Leonie Nivre, Joakim Bisazza, Arianna Computation and Language We introduce MultiBLiMP 1.0, a massively multilingual benchmark of linguistic minimal pairs, covering 101 languages and 2 types of subject-verb agreement, containing more than 128,000 minimal pairs. Our minimal pairs are created using a fully automated pipeline, leveraging the large-scale linguistic resources of Universal Dependencies and UniMorph. MultiBLiMP 1.0 evaluates abilities of LLMs at an unprecedented multilingual scale, and highlights the shortcomings of the current state-of-the-art in modelling low-resource languages. |
| title | MultiBLiMP 1.0: A Massively Multilingual Benchmark of Linguistic Minimal Pairs |
| topic | Computation and Language |
| url | https://arxiv.org/abs/2504.02768 |