README.md

---
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](https://arxiv.org/abs/2104.05596) 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

```json
{
   "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

```python3
from datasets import load_dataset
dataset = load_dataset("jaygala24/indic_sts", name="en-hi", split="test")
```


### Citation

```bibtex
@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}
}
```