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https://github.com/dellison/nlidatasets.jl

Julia interface to datasets for natural language inference
https://github.com/dellison/nlidatasets.jl

corpus dataset datasets natural-language-inference natural-language-processing natural-language-understanding nlp nlp-datasets

Last synced: 1 day ago
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Julia interface to datasets for natural language inference

Host: GitHub
URL: https://github.com/dellison/nlidatasets.jl
Owner: dellison
License: other
Created: 2019-08-10T05:19:54.000Z (over 5 years ago)
Default Branch: master
Last Pushed: 2020-02-16T20:56:03.000Z (almost 5 years ago)
Last Synced: 2025-01-16T05:25:27.298Z (2 days ago)
Topics: corpus, dataset, datasets, natural-language-inference, natural-language-processing, natural-language-understanding, nlp, nlp-datasets
Language: Julia
Homepage:
Size: 48.8 KB
Stars: 4
Watchers: 3
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE.md

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README

        # NLIDatasets.jl

[![](https://img.shields.io/badge/docs-stable-blue.svg)](https://dellison.github.io/NLIDatasets.jl/stable) [![](https://img.shields.io/badge/docs-dev-blue.svg)](https://dellison.github.io/NLIDatasets.jl/dev)

[![Build Status](https://travis-ci.org/dellison/NLIDatasets.jl.svg?branch=master)](https://travis-ci.org/dellison/NLIDatasets.jl) [![codecov](https://codecov.io/gh/dellison/NLIDatasets.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/dellison/NLIDatasets.jl)

NLIDatasets.jl is a Julia package for working with Natural Language Inference datasets.

## Datasets

- [SNLI](https://nlp.stanford.edu/projects/snli/) (see [paper](https://nlp.stanford.edu/pubs/snli_paper.pdf))

- [MultiNLI](https://www.nyu.edu/projects/bowman/multinli/) (see [paper](https://www.nyu.edu/projects/bowman/multinli/paper.pdf))

- [XNLI](https://www.nyu.edu/projects/bowman/xnli/) (see [paper](https://www.aclweb.org/anthology/papers/D/D18/D18-1269/))

- [SciTail](http://data.allenai.org/scitail/) (see [paper](http://ai2-website.s3.amazonaws.com/publications/scitail-aaai-2018_cameraready.pdf))

- [HANS](https://github.com/tommccoy1/hans) (see [paper](https://www.aclweb.org/anthology/P19-1334))

- [BreakingNLI](https://github.com/BIU-NLP/Breaking_NLI) (see [paper](https://www.aclweb.org/anthology/P18-2103/))

- [ANLI](https://github.com/facebookresearch/anli) (see [paper](https://arxiv.org/abs/1910.14599))

## Usage

See the [documentation](https://dellison.github.io/NLIDatasets.jl/dev).

```julia

using NLIDatasets: SNLI

train, dev = SNLI.train_tsv(), SNLI.dev_tsv()

```