Datasets:
metadata
annotations_creators:
- crowdsourced
language_creators:
- crowdsourced
- found
- machine-generated
language:
- as
- bn
- en
- gu
- hi
- kn
- ml
- mr
- or
- pa
- ta
- te
- ur
license:
- cc0-1.0
multilinguality:
- multilingual
size_categories:
- 1K<n<10K
task_categories:
- text-classification
task_ids:
- text-scoring
- semantic-similarity-scoring
pretty_name: Indic STS
dataset_info:
- config_name: en-as
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 167751
num_examples: 656
download_size: 83024
dataset_size: 167751
- config_name: en-bn
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 280422
num_examples: 957
download_size: 133859
dataset_size: 280422
- config_name: en-gu
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 217276
num_examples: 780
download_size: 105617
dataset_size: 217276
- config_name: en-hi
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 458019
num_examples: 1268
download_size: 224825
dataset_size: 458019
- config_name: en-kn
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 291586
num_examples: 953
download_size: 140273
dataset_size: 291586
- config_name: en-ml
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 302856
num_examples: 947
download_size: 139777
dataset_size: 302856
- config_name: en-mr
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 253059
num_examples: 779
download_size: 124599
dataset_size: 253059
- config_name: en-or
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 121019
num_examples: 500
download_size: 57149
dataset_size: 121019
- config_name: en-pa
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 204730
num_examples: 688
download_size: 102251
dataset_size: 204730
- config_name: en-ta
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 368438
num_examples: 1044
download_size: 162846
dataset_size: 368438
- config_name: en-te
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 291129
num_examples: 948
download_size: 138528
dataset_size: 291129
- config_name: en-ur
features:
- name: lang_code
dtype: string
- name: source
dtype: string
- name: english_sentence
dtype: string
- name: indic_sentence
dtype: string
- name: score
dtype: float64
splits:
- name: test
num_bytes: 150870
num_examples: 500
download_size: 85405
dataset_size: 150870
configs:
- config_name: en-as
data_files:
- split: test
path: en-as/test-*
- config_name: en-bn
data_files:
- split: test
path: en-bn/test-*
- config_name: en-gu
data_files:
- split: test
path: en-gu/test-*
- config_name: en-hi
data_files:
- split: test
path: en-hi/test-*
- config_name: en-kn
data_files:
- split: test
path: en-kn/test-*
- config_name: en-ml
data_files:
- split: test
path: en-ml/test-*
- config_name: en-mr
data_files:
- split: test
path: en-mr/test-*
- config_name: en-or
data_files:
- split: test
path: en-or/test-*
- config_name: en-pa
data_files:
- split: test
path: en-pa/test-*
- config_name: en-ta
data_files:
- split: test
path: en-ta/test-*
- config_name: en-te
data_files:
- split: test
path: en-te/test-*
- config_name: en-ur
data_files:
- split: test
path: en-ur/test-*
tags:
- multilingual
- semantic-textual-similarity
Dataset Card for Indic STS
This dataset is STS benchmark between English and 12 high-resource Indic languages. This was released as a part of Samanantar paper. Please refer to the paper for more details.
Languages
Available languages are: en-as, en-bn, en-gu, en-hi, en-kn, en-ml, en-mr, en-or, en-pa, en-ta, en-te, en-ur
Dataset Structure
Dataset Fields
- lang_code: 2-digit ISO language code
- source: The source from which the candidate sentence is considered.
- english_sentence: The full sentence in the English language.
- indic_sentence: The full sentence in the corresponding Indic language.
- score: The similarity score as a float which is <= 5.0 and >= 0.0.
Data Instances
{
"lang_code":"hi",
"source":"CatchNews",
"english_sentence":"\"...this is only an interim measure and as long as we have hopefully control over COVID in a few months or a year\\'s time then I think things will go back to as normal as it can be,\" Kumble said\n",
"indic_sentence":"उन्होंने कहा,\"यह केवल एक अंतरिम उपाय है और जब तक हम कुछ महीनों या एक साल के समय में COVID-19 पर नियंत्रण करते हैं, तब तक मुझे लगता है कि चीजें फिर से सामान्य हो जाएंगी\n",
"score":4.0
}
Splits
| en-as | en-bn | en-gu | en-hi | en-kn | en-ml | en-mr | en-or | en-pa | en-ta | en-te | en-ur | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| test | 656 | 957 | 780 | 1268 | 953 | 947 | 779 | 500 | 688 | 1044 | 948 | 500 |
Examples of Use
from datasets import load_dataset
dataset = load_dataset("jaygala24/indic_sts", name="en-hi", split="test")
Citation
@article{DBLP:journals/tacl/RameshDBJASSDJK22,
author = {Gowtham Ramesh and Sumanth Doddapaneni and Aravinth Bheemaraj and Mayank Jobanputra and Raghavan AK and Ajitesh Sharma and Sujit Sahoo and Harshita Diddee and Mahalakshmi J and Divyanshu Kakwani and Navneet Kumar and Aswin Pradeep and Srihari Nagaraj and Deepak Kumar and Vivek Raghavan and Anoop Kunchukuttan and Pratyush Kumar and Mitesh Shantadevi Khapra},
title = {Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {10},
pages = {145-162},
year = {2022},
url = {https://doi.org/10.1162/tacl\_a\_00452},
doi = {10.1162/TACL\_A\_00452},
timestamp = {Wed, 29 Jun 2022 16:03:22 +0200},
biburl = {https://dblp.org/rec/journals/tacl/RameshDBJASSDJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}