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README.md
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- split: dev
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path: data/dev-*
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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
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