Update files from the datasets library (from 1.3.0)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.3.0

README.md

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+---
+---
+
+# Dataset Card for "indic_glue"
+
+## Table of Contents
+- [Dataset Description](#dataset-description)
+  - [Dataset Summary](#dataset-summary)
+  - [Supported Tasks](#supported-tasks)
+  - [Languages](#languages)
+- [Dataset Structure](#dataset-structure)
+  - [Data Instances](#data-instances)
+  - [Data Fields](#data-fields)
+  - [Data Splits Sample Size](#data-splits-sample-size)
+- [Dataset Creation](#dataset-creation)
+  - [Curation Rationale](#curation-rationale)
+  - [Source Data](#source-data)
+  - [Annotations](#annotations)
+  - [Personal and Sensitive Information](#personal-and-sensitive-information)
+- [Considerations for Using the Data](#considerations-for-using-the-data)
+  - [Social Impact of Dataset](#social-impact-of-dataset)
+  - [Discussion of Biases](#discussion-of-biases)
+  - [Other Known Limitations](#other-known-limitations)
+- [Additional Information](#additional-information)
+  - [Dataset Curators](#dataset-curators)
+  - [Licensing Information](#licensing-information)
+  - [Citation Information](#citation-information)
+  - [Contributions](#contributions)
+
+## [Dataset Description](#dataset-description)
+
+- **Homepage:** [https://indicnlp.ai4bharat.org/indic-glue/#natural-language-inference](https://indicnlp.ai4bharat.org/indic-glue/#natural-language-inference)
+- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Size of downloaded dataset files:** 3351.18 MB
+- **Size of the generated dataset:** 1573.33 MB
+- **Total amount of disk used:** 4924.51 MB
+
+### [Dataset Summary](#dataset-summary)
+
+    IndicGLUE is a natural language understanding benchmark for Indian languages. It contains a wide
+    variety of tasks and covers 11 major Indian languages - as, bn, gu, hi, kn, ml, mr, or, pa, ta, te.
+
+The Winograd Schema Challenge (Levesque et al., 2011) is a reading comprehension task
+in which a system must read a sentence with a pronoun and select the referent of that pronoun from
+a list of choices. The examples are manually constructed to foil simple statistical methods: Each
+one is contingent on contextual information provided by a single word or phrase in the sentence.
+To convert the problem into sentence pair classification, we construct sentence pairs by replacing
+the ambiguous pronoun with each possible referent. The task is to predict if the sentence with the
+pronoun substituted is entailed by the original sentence. We use a small evaluation set consisting of
+new examples derived from fiction books that was shared privately by the authors of the original
+corpus. While the included training set is balanced between two classes, the test set is imbalanced
+between them (65% not entailment). Also, due to a data quirk, the development set is adversarial:
+hypotheses are sometimes shared between training and development examples, so if a model memorizes the
+training examples, they will predict the wrong label on corresponding development set
+example. As with QNLI, each example is evaluated separately, so there is not a systematic correspondence
+between a model's score on this task and its score on the unconverted original task. We
+call converted dataset WNLI (Winograd NLI). This dataset is translated and publicly released for 3
+Indian languages by AI4Bharat.
+
+### [Supported Tasks](#supported-tasks)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Languages](#languages)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Dataset Structure](#dataset-structure)
+
+We show detailed information for up to 5 configurations of the dataset.
+
+### [Data Instances](#data-instances)
+
+#### actsa-sc.te
+
+- **Size of downloaded dataset files:** 0.36 MB
+- **Size of the generated dataset:** 1.63 MB
+- **Total amount of disk used:** 1.99 MB
+
+An example of 'validation' looks as follows.
+```
+This example was too long and was cropped:
+
+{
+    "label": 0,
+    "text": "\"ప్రయాణాల్లో ఉన్నవారికోసం బస్ స్టేషన్లు, రైల్వే స్టేషన్లలో పల్స్పోలియో బూతులను ఏర్పాటు చేసి చిన్నారులకు పోలియో చుక్కలు వేసేలా ఏర..."
+}
+```
+
+#### bbca.hi
+
+- **Size of downloaded dataset files:** 5.50 MB
+- **Size of the generated dataset:** 26.35 MB
+- **Total amount of disk used:** 31.85 MB
+
+An example of 'train' looks as follows.
+```
+This example was too long and was cropped:
+
+{
+    "label": "pakistan",
+    "text": "\"नेटिजन यानि इंटरनेट पर सक्रिय नागरिक अब ट्विटर पर सरकार द्वारा लगाए प्रतिबंधों के समर्थन या विरोध में अपने विचार व्यक्त करते है..."
+}
+```
+
+#### copa.en
+
+- **Size of downloaded dataset files:** 0.72 MB
+- **Size of the generated dataset:** 0.11 MB
+- **Total amount of disk used:** 0.83 MB
+
+An example of 'validation' looks as follows.
+```
+{
+    "choice1": "I swept the floor in the unoccupied room.",
+    "choice2": "I shut off the light in the unoccupied room.",
+    "label": 1,
+    "premise": "I wanted to conserve energy.",
+    "question": "effect"
+}
+```
+
+#### copa.gu
+
+- **Size of downloaded dataset files:** 0.72 MB
+- **Size of the generated dataset:** 0.22 MB
+- **Total amount of disk used:** 0.94 MB
+
+An example of 'train' looks as follows.
+```
+This example was too long and was cropped:
+
+{
+    "choice1": "\"સ્ત્રી જાણતી હતી કે તેનો મિત્ર મુશ્કેલ સમયમાંથી પસાર થઈ રહ્યો છે.\"...",
+    "choice2": "\"મહિલાને લાગ્યું કે તેના મિત્રએ તેની દયાળુ લાભ લીધો છે.\"...",
+    "label": 0,
+    "premise": "મહિલાએ તેના મિત્રની મુશ્કેલ વર્તન સહન કરી.",
+    "question": "cause"
+}
+```
+
+#### copa.hi
+
+- **Size of downloaded dataset files:** 0.72 MB
+- **Size of the generated dataset:** 0.22 MB
+- **Total amount of disk used:** 0.94 MB
+
+An example of 'validation' looks as follows.
+```
+{
+    "choice1": "मैंने उसका प्रस्ताव ठुकरा दिया।",
+    "choice2": "उन्होंने मुझे उत्पाद खरीदने के लिए राजी किया।",
+    "label": 0,
+    "premise": "मैंने सेल्समैन की पिच पर शक किया।",
+    "question": "effect"
+}
+```
+
+### [Data Fields](#data-fields)
+
+The data fields are the same among all splits.
+
+#### actsa-sc.te
+- `text`: a `string` feature.
+- `label`: a classification label, with possible values including `positive` (0), `negative` (1).
+
+#### bbca.hi
+- `label`: a `string` feature.
+- `text`: a `string` feature.
+
+#### copa.en
+- `premise`: a `string` feature.
+- `choice1`: a `string` feature.
+- `choice2`: a `string` feature.
+- `question`: a `string` feature.
+- `label`: a `int32` feature.
+
+#### copa.gu
+- `premise`: a `string` feature.
+- `choice1`: a `string` feature.
+- `choice2`: a `string` feature.
+- `question`: a `string` feature.
+- `label`: a `int32` feature.
+
+#### copa.hi
+- `premise`: a `string` feature.
+- `choice1`: a `string` feature.
+- `choice2`: a `string` feature.
+- `question`: a `string` feature.
+- `label`: a `int32` feature.
+
+### [Data Splits Sample Size](#data-splits-sample-size)
+
+#### actsa-sc.te
+
+|           |train|validation|test|
+|-----------|----:|---------:|---:|
+|actsa-sc.te| 4328|       541| 541|
+
+#### bbca.hi
+
+|       |train|test|
+|-------|----:|---:|
+|bbca.hi| 3467| 866|
+
+#### copa.en
+
+|       |train|validation|test|
+|-------|----:|---------:|---:|
+|copa.en|  400|       100| 500|
+
+#### copa.gu
+
+|       |train|validation|test|
+|-------|----:|---------:|---:|
+|copa.gu|  362|        88| 448|
+
+#### copa.hi
+
+|       |train|validation|test|
+|-------|----:|---------:|---:|
+|copa.hi|  362|        88| 449|
+
+## [Dataset Creation](#dataset-creation)
+
+### [Curation Rationale](#curation-rationale)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Source Data](#source-data)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Annotations](#annotations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Personal and Sensitive Information](#personal-and-sensitive-information)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Considerations for Using the Data](#considerations-for-using-the-data)
+
+### [Social Impact of Dataset](#social-impact-of-dataset)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Discussion of Biases](#discussion-of-biases)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Other Known Limitations](#other-known-limitations)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## [Additional Information](#additional-information)
+
+### [Dataset Curators](#dataset-curators)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Licensing Information](#licensing-information)
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### [Citation Information](#citation-information)
+
+```
+    @inproceedings{kakwani2020indicnlpsuite,
+    title={{IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages}},
+    author={Divyanshu Kakwani and Anoop Kunchukuttan and Satish Golla and Gokul N.C. and Avik Bhattacharyya and Mitesh M. Khapra and Pratyush Kumar},
+    year={2020},
+    booktitle={Findings of EMNLP},
+}
+
+@inproceedings{kakwani2020indicnlpsuite,
+title={{IndicNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages}},
+author={Divyanshu Kakwani and Anoop Kunchukuttan and Satish Golla and Gokul N.C. and Avik Bhattacharyya and Mitesh M. Khapra and Pratyush Kumar},
+year={2020},
+booktitle={Findings of EMNLP},
+}
+@inproceedings{Levesque2011TheWS,
+title={The Winograd Schema Challenge},
+author={H. Levesque and E. Davis and L. Morgenstern},
+booktitle={KR},
+year={2011}
+}
+
+```
+
+
+### Contributions
+
+Thanks to [@sumanthd17](https://github.com/sumanthd17) for adding this dataset.