Title: `Few-shot Learning with Multilingual Language Models`
Abstract: `https://arxiv.org/abs/2112.10668`
XStoryCloze consists of the professionally translated version of the [English StoryCloze dataset](https://cs.rochester.edu/nlp/rocstories/)(Spring 2016 version) to 10 non-English languages. This dataset is released by Meta AI.
List or describe tasks defined in this folder, and their names here:
*`task_name`: `1-sentence description of what this particular task does`
*`task_name2`: .....
### Checklist
For adding novel benchmarks/datasets to the library:
* [ ] Is the task an existing benchmark in the literature?
* [ ] Have you referenced the original paper that introduced the task?
* [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test?
If other tasks on this dataset are already supported:
* [ ] Is the "Main" variant of this task clearly denoted?
* [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates?
* [ ] Have you noted which, if any, published evaluation setups are matched by this variant?
title = "XNLI: Evaluating Cross-lingual Sentence Representations",
booktitle = "Proceedings of the 2018 Conference on Empirical Methods
in Natural Language Processing",
year = "2018",
publisher = "Association for Computational Linguistics",
location = "Brussels, Belgium",
}
"""
### Groups and Tasks
#### Groups
*`xnli`
#### Tasks
*`xnli_ar`: Arabic
*`xnli_bg`: Bulgarian
*`xnli_de`: German
*`xnli_el`: Greek
*`xnli_en`: English
*`xnli_es`: Spanish
*`xnli_fr`: French
*`xnli_hi`: Hindi
*`xnli_ru`: Russian
*`xnli_sw`: Swahili
*`xnli_th`: Thai
*`xnli_tr`: Turkish
*`xnli_ur`: Urdu
*`xnli_vi`: Vietnamese
*`xnli_zh`: Chinese
### Checklist
For adding novel benchmarks/datasets to the library:
* [ ] Is the task an existing benchmark in the literature?
* [ ] Have you referenced the original paper that introduced the task?
* [ ] If yes, does the original paper provide a reference implementation? If so, have you checked against the reference implementation and documented how to run such a test?
If other tasks on this dataset are already supported:
* [ ] Is the "Main" variant of this task clearly denoted?
* [ ] Have you provided a short sentence in a README on what each new variant adds / evaluates?
* [ ] Have you noted which, if any, published evaluation setups are matched by this variant?
