language:ind textual-entailment region:us
This dataset is designed for Natural Language Inference NLP task.  It is designed to provide a challenging test-bed
for Indonesian NLI by explicitly incorporating various linguistic phenomena such as numerical reasoning, structural
changes, idioms, or temporal and spatial reasoning.
@inproceedings{mahendra-etal-2021-indonli,
    title = "{I}ndo{NLI}: A Natural Language Inference Dataset for {I}ndonesian",
    author = "Mahendra, Rahmad and Aji, Alham Fikri and Louvan, Samuel and Rahman, Fahrurrozi and Vania, Clara",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-main.821",
    pages = "10511--10527",
}
---
tags:
- textual-entailment
language:
- ind
---

# indonli

This dataset is designed for Natural Language Inference NLP task.  It is designed to provide a challenging test-bed

for Indonesian NLI by explicitly incorporating various linguistic phenomena such as numerical reasoning, structural

changes, idioms, or temporal and spatial reasoning.

## Dataset Usage

Run `pip install nusacrowd` before loading the dataset through HuggingFace's `load_dataset`.

## Citation

```
@inproceedings{mahendra-etal-2021-indonli,
    title = "{I}ndo{NLI}: A Natural Language Inference Dataset for {I}ndonesian",
    author = "Mahendra, Rahmad and Aji, Alham Fikri and Louvan, Samuel and Rahman, Fahrurrozi and Vania, Clara",
    booktitle = "Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2021",
    address = "Online and Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.emnlp-main.821",
    pages = "10511--10527",
}
```

## License

Creative Common Attribution Share-Alike 4.0 International

## Homepage

[https://github.com/ir-nlp-csui/indonli](https://github.com/ir-nlp-csui/indonli)

### NusaCatalogue

For easy indexing and metadata: [https://indonlp.github.io/nusa-catalogue](https://indonlp.github.io/nusa-catalogue)