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@@ -49,3 +49,24 @@ configs:
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  - split: dev
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  path: data/dev-*
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  - split: dev
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  path: data/dev-*
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  ---
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+ This monolingual (English) NLI dataset is designed for performing Zero-shot classification tasks, on NLI purposes, and is particularly Fact-Checking oriented.
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+ It contains:
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+ - 8 whole datasets in the training split (SNLI, MNLI, FEVER, QNLI, WNLI, SciTail, RTE, VitaminC);
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+ - 120 examples for the dev split:
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+ - 60 from the Climate-FEVER dataset in order to test zero-shot knowledge inference in a specific domain;
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+ - 60 from the ANLI training splits in order to test pure NLI skills of the model.
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+ - 2 whole datasets in the test split (3 training splits of the ANLI dataset and the whole Climate-FEVER dataset).
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+ Datasets references:
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+ - SNLI: https://huggingface.co/datasets/stanfordnlp/snli
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+ - ANLI: https://huggingface.co/datasets/facebook/anli
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+ - FEVER: https://huggingface.co/datasets/pietrolesci/nli_fever
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+ - MNLI: https://huggingface.co/datasets/nyu-mll/multi_nli
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+ - QNLI: https://huggingface.co/datasets/yangwang825/qnli
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+ - WNLI (augmented with GLUE): https://huggingface.co/datasets/gokuls/glue_augmented_wnli
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+ - SciTail: https://huggingface.co/datasets/allenai/scitail
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+ - RTE: https://huggingface.co/datasets/yangwang825/rte
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+ - Climate-FEVER: https://huggingface.co/datasets/Jasontth/climate_fever_plus
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+ - VitaminC: https://huggingface.co/datasets/tals/vitaminc