license: cc-by-nc-2.0
task_categories:
- text-classification
language:
- my
- en
pretty_name: myxnli
size_categories:
- 100K<n<1M
dataset_info:
features:
- name: genre
dtype: string
- name: label
dtype: string
- name: sentence1_en
dtype: string
- name: sentence2_en
dtype: string
- name: sentence1_my
dtype: string
- name: sentence2_my
dtype: string
splits:
- name: train
num_bytes: 285372758
num_examples: 392702
- name: validation
num_bytes: 1862648
num_examples: 2490
- name: test
num_bytes: 3783709
num_examples: 5010
download_size: 131242826
dataset_size: 291019115
Dataset Card for myXNLI
Dataset Description
- Repository: https://github.com/akhtet/myXNLI
- Point of Contact: Aung Kyaw Htet
Dataset Summary
The myXNLI corpus extends XNLI corpus with Myanmar (Burmese) language.
For myXNLI, we human-translated all 7,500 sentence pairs from XNLI English dev and test sets into Myanmar. The NLI and Genre labels from English dev and test sets are also reused for the Myanmar datasets.
The dataset also includes the NLI training data in Myanmar which is created by machine-translating the MultiNLI training data from English into Myanmar. Similar to XNLI, we also reuse the existing NLI and Genre labels for English training data for the Myanmar version.
A parallel corpus of 16 languages (including Myanmar) is additionally available from the Github repository.
https://github.com/akhtet/myXNLI
Supported Tasks and Leaderboards
Natural Language Inference, Machine Translation
Languages
Myanmar (Burmese), English
Dataset Structure
Data Fields
Sentence-1 (Premise), Sentence-2 (Hypothesis), Label, Genre
Data Splits
Train, Dev, Test
Source Data
MultiNLI, XNLI
Annotations
NLI and Genre labels in myXNLI are from MultiNLI (for Training data) and XNLI (for Dev and Test data).
Additional Information
Publications
Myanmar XNLI: Building a Dataset and Exploring Low-resource Approaches to Natural Language Inference with Myanmar
https://www.researchsquare.com/article/rs-4329843/
Licensing Information
https://creativecommons.org/licenses/by-nc/4.0
myXNLI is derived from MultiNLI and XNLI datasets, thus similar licenses apply.
Citation Information
[More Information Needed]
Contributions
Core Translation Team: Aung Kyaw Htet, Aye Mya Hlaing, Hsu Myat Mo, Win Pa Pa, Yi Mon Shwe Sin
Extended Translation Team: Aye Nyein Mon, Ei Myat Myat Noe, Hay Mar Soe Naing, Hnin Nandar Zaw, Myint Myint Wai, Wai Lai Lai Phyu, Yadanar Oo, Zaw Mee
Translation Revision Team: Aung Kyaw Htet, Htoo Htet Aung, Junie Soe, Thar Htet, Thein Aung Tan, Thidar Nwe, Thiha Kyaw Zaw, Yair Pike, Yi Sandi Soe