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README.md

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+---
+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("ai4bharat/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}
+}
+```

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