- Request access
* Please fill in your actual full name and affiliation (e.g., the name of your research institute).
* Please use your official email address if it is available.
## Install Requirments
```shell
pip install datasets transformers seqeval
```
### Login with your Huggingface CLI ###
You can get/manage your access tokens in your [settings](https://huggingface.co/docs/hub/security-tokens).
```shell
export HUGGINGFACE_TOKEN=""
huggingface-cli login --token $HUGGINGFACE_TOKEN
```
## Submitting your results on SPARROW test
We design a public leaderboard for scoring PLMs on SPARRAW. Our leaderboard is interactive and offers rich meta-data about the various datasets involved as well as the language models we evaluate.
You can evalute your models using **SPARROW** leaderboard: **[https://sparrow.dlnlp.ai](https://sparrow.dlnlp.ai)**
---
## Citation
If you use SPARROW for your scientific publication, or if you find the resources in this repository useful, please cite our paper as follows:
```bibtex
@inproceedings{zhang-etal-2023-skipped,
title = "The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages",
author = "Zhang, Chiyu and
Khai Duy Doan and,
Qisheng Liao and,
Abdul-Mageed, Muhammad",
booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)",
year = "2023",
publisher = "Association for Computational Linguistics",
}
```
---
## Acknowledgments
We gratefully acknowledge support from the Natural Sciences and Engineering Research Council of Canada, the Social Sciences and Humanities Research Council of Canada, Canadian Foundation for Innovation, [ComputeCanada](www.computecanada.ca) and [UBC ARC-Sockeye](https://doi.org/10.14288/SOCKEYE).