Update README.md (#4)
Browse files- Update README.md (b7f3b6421b4648e7f22b0ace8f86fc9bbdbec4ca)
Co-authored-by: Catherine Arnett <[email protected]>
README.md
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# MultiBLiMP
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MultiBLiMP is a massively Multilingual Benchmark for Linguistic Minimal Pairs.
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The paper can be found [here](https://arxiv.org/abs/2504.02768).
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We split the data set by language: each language consists of a single .tsv file. The rows contain many attributes for a particular pair, most important are the `sen` and `wrong_sen` fields, which we use for evaluating the language models.
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# Citation Information
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```
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# MultiBLiMP
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MultiBLiMP is a massively Multilingual Benchmark for Linguistic Minimal Pairs. The dataset is composed of synthetic pairs generated using [Universal Dependencies](http://universaldependencies.org/) and [UniMorph](https://unimorph.github.io/).
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The paper can be found [here](https://arxiv.org/abs/2504.02768).
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We split the data set by language: each language consists of a single .tsv file. The rows contain many attributes for a particular pair, most important are the `sen` and `wrong_sen` fields, which we use for evaluating the language models.
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## Using MultiBLiMP
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To download the final datasets for a given language, you can usethe example code. Make sure to use the [ISO 639-3](https://en.wikipedia.org/wiki/ISO_639-3) code, e.g. `eng` for English (see table below).
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```
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from huggingface_hub import hf_hub_download
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hf_hub_download(repo_id="jumelet/multiblimp", filename=f"eng/data.tsv", repo_type="dataset", local_dir='hf_cache/')
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```
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To run MultiBLiMP on a model, follow the instructions in [this repo](https://github.com/catherinearnett/multiblimp). Example evaluation code:
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```
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python scripts/lm_eval/eval_model.py
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--model meta-llama/Meta-Llama-3-8B
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--data_dir hf_cache/eng/
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--src_dir multiblimp
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--results_dir multiblimp_results/
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--cache_dir hf_cache
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```
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## Languages
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This table contains the languages covered in MultiBLiMP and the number of items for each language.
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| ISO Code | Language | n |
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|:--------:|:------------------:|:----:|
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| abk | Abkhazian | 40 |
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| aqz | Akuntsu | 14 |
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| sqi | Albanian | 243 |
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| amh | Amharic | 112 |
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| grc | Ancient Greek | 3695 |
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| hbo | Ancient Hebrew | 983 |
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| apu | Apurinã | 28 |
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| hye | Armenian | 1415 |
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| eus | Basque | 273 |
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| bel | Belarusian | 2570 |
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| ben | Bengali | 21 |
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| bho | Bhojpuri | 34 |
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| bor | Borôro | 241 |
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| bre | Breton | 260 |
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| bul | Bulgarian | 2458 |
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| bua | Buriat | 103 |
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| cat | Catalan | 2284 |
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| chu | Church Slavonic | 4166 |
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| xcl | Classical Armenian | 1623 |
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| ces | Czech | 4256 |
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| dan | Danish | 50 |
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| nld | Dutch | 2331 |
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| egy | Egyptian (Ancient) | 22 |
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| eng | English | 770 |
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| myv | Erzya | 464 |
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| est | Estonian | 2575 |
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| fao | Faroese | 232 |
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| fin | Finnish | 2570 |
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| fra | French | 2548 |
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| glg | Galician | 753 |
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| kat | Georgian | 204 |
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| deu | German | 2298 |
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| aln | Gheg Albanian | 677 |
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| got | Gothic | 1579 |
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| guj | Gujarati | 7 |
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| heb | Hebrew | 2330 |
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| azz | H-P Nahuatl | 207 |
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| hin | Hindi | 1447 |
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| hit | Hittite | 50 |
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| hun | Hungarian | 845 |
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| isl | Icelandic | 2801 |
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| gle | Irish | 28 |
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| ita | Italian | 2999 |
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| quc | K'iche' | 131 |
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| xnr | Kangri | 86 |
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| krl | Karelian | 260 |
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| kxh | Karo (Ethiopia) | 120 |
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| kaz | Kazakh | 173 |
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| kir | Kirghiz | 185 |
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| koi | Komi-Permyak | 43 |
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| kpv | Komi-Zyrian | 320 |
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| lat | Latin | 3149 |
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| lav | Latvian | 3032 |
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| lij | Ligurian | 254 |
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| lit | Lithuanian | 1180 |
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| olo | Livvi | 190 |
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| nds | Low German | 1774 |
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| mkd | Macedonian | 39 |
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| mar | Marathi | 460 |
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| frm | Middle French | 294 |
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| ell | Modern Greek | 1096 |
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| mdf | Moksha | 82 |
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| yrl | Nhengatu | 720 |
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| pcm | Nigerian Pidgin | 26 |
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| kmr | Northern Kurdish | 544 |
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| sme | Northern Sami | 2536 |
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| fro | Old French | 1976 |
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| orv | Old Russian | 4615 |
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| ota | Ottoman Turkish | 99 |
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| fas | Persian | 2553 |
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| xpg | Phrygian | 50 |
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| pol | Polish | 3272 |
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| por | Portuguese | 3048 |
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| ron | Romanian | 2056 |
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| rus | Russian | 3832 |
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| san | Sanskrit | 4442 |
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| gla | Scottish Gaelic | 66 |
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| hbs | Serbo-Croatian | 3286 |
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| sms | Skolt Sami | 263 |
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| slk | Slovak | 4145 |
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| slv | Slovenian | 4483 |
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| spa | Spanish | 2541 |
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| arb | Standard Arabic | 1215 |
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| swe | Swedish | 201 |
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| tam | Tamil | 382 |
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| ttc | Tektiteko | 69 |
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| tpn | Tupinambá | 9 |
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| tur | Turkish | 1742 |
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| uig | Uighur | 758 |
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| ukr | Ukrainian | 2744 |
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| hsb | Upper Sorbian | 186 |
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| urd | Urdu | 550 |
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| urb | Urubú-Kaapor | 13 |
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| uzb | Uzbek | 50 |
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| vep | Veps | 187 |
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| wbp | Warlpiri | 12 |
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| cym | Welsh | 1120 |
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| hyw | Western Armenian | 1153 |
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| wol | Wolof | 705 |
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| sah | Yakut | 144 |
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| nhi | Tenango Nahuatl | 38 |
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# Citation Information
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```
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