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 "lince"
+
+## 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:** [http://ritual.uh.edu/lince](http://ritual.uh.edu/lince)
+- **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:** 8.67 MB
+- **Size of the generated dataset:** 53.81 MB
+- **Total amount of disk used:** 62.48 MB
+
+### [Dataset Summary](#dataset-summary)
+
+LinCE is a centralized Linguistic Code-switching Evaluation benchmark
+(https://ritual.uh.edu/lince/) that contains data for training and evaluating
+NLP systems on code-switching tasks.
+
+### [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)
+
+#### lid_hineng
+
+- **Size of downloaded dataset files:** 0.41 MB
+- **Size of the generated dataset:** 2.28 MB
+- **Total amount of disk used:** 2.69 MB
+
+An example of 'validation' looks as follows.
+```
+{
+    "idx": 0,
+    "lid": ["other", "other", "lang1", "lang1", "lang1", "other", "lang1", "lang1", "lang1", "lang1", "lang1", "lang1", "lang1", "mixed", "lang1", "lang1", "other"],
+    "words": ["@ZahirJ", "@BinyavangaW", "Loved", "the", "ending", "!", "I", "could", "have", "offered", "you", "some", "ironic", "chai-tea", "for", "it", ";)"]
+}
+```
+
+#### lid_msaea
+
+- **Size of downloaded dataset files:** 0.77 MB
+- **Size of the generated dataset:** 4.66 MB
+- **Total amount of disk used:** 5.43 MB
+
+An example of 'train' looks as follows.
+```
+This example was too long and was cropped:
+
+{
+    "idx": 0,
+    "lid": ["ne", "lang2", "other", "lang2", "lang2", "other", "other", "lang2", "lang2", "lang2", "lang2", "lang2", "lang2", "lang2", "lang2", "lang2", "lang2", "lang2", "lang2", "lang2", "lang2", "other", "lang2", "lang2", "lang2", "ne", "lang2", "lang2"],
+    "words": "[\"علاء\", \"بخير\", \"،\", \"معنوياته\", \"كويسة\", \".\", \"..\", \"اسخف\", \"حاجة\", \"بس\", \"ان\", \"كل\", \"واحد\", \"منهم\", \"بييقى\", \"مقفول\", \"عليه\"..."
+}
+```
+
+#### lid_nepeng
+
+- **Size of downloaded dataset files:** 0.52 MB
+- **Size of the generated dataset:** 3.06 MB
+- **Total amount of disk used:** 3.58 MB
+
+An example of 'validation' looks as follows.
+```
+{
+    "idx": 1,
+    "lid": ["other", "lang2", "lang2", "lang2", "lang2", "lang1", "lang1", "lang1", "lang1", "lang1", "lang2", "lang2", "other", "mixed", "lang2", "lang2", "other", "other", "other", "other"],
+    "words": ["@nirvikdada", "la", "hamlai", "bhetna", "paayeko", "will", "be", "your", "greatest", "gift", "ni", "dada", ";P", "#TreatChaiyo", "j", "hos", ";)", "@zappylily", "@AsthaGhm", "@ayacs_asis"]
+}
+```
+
+#### lid_spaeng
+
+- **Size of downloaded dataset files:** 1.13 MB
+- **Size of the generated dataset:** 6.51 MB
+- **Total amount of disk used:** 7.64 MB
+
+An example of 'train' looks as follows.
+```
+{
+    "idx": 0,
+    "lid": ["other", "other", "lang1", "lang1", "lang1", "other", "lang1", "lang1"],
+    "words": ["11:11", ".....", "make", "a", "wish", ".......", "night", "night"]
+}
+```
+
+#### ner_hineng
+
+- **Size of downloaded dataset files:** 0.13 MB
+- **Size of the generated dataset:** 0.75 MB
+- **Total amount of disk used:** 0.88 MB
+
+An example of 'train' looks as follows.
+```
+{
+    "idx": 1,
+    "lid": ["en", "en", "en", "en", "en", "en", "hi", "hi", "hi", "hi", "hi", "hi", "hi", "en", "en", "en", "en", "rest"],
+    "ner": ["O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "O", "B-PERSON", "I-PERSON", "O", "O", "O", "B-PERSON", "I-PERSON"],
+    "words": ["I", "liked", "a", "@YouTube", "video", "https://t.co/DmVqhZbdaI", "Kabhi", "Palkon", "Pe", "Aasoon", "Hai-", "Kishore", "Kumar", "-Vocal", "Cover", "By", "Stephen", "Qadir"]
+}
+```
+
+### [Data Fields](#data-fields)
+
+The data fields are the same among all splits.
+
+#### lid_hineng
+- `idx`: a `int32` feature.
+- `words`: a `list` of `string` features.
+- `lid`: a `list` of `string` features.
+
+#### lid_msaea
+- `idx`: a `int32` feature.
+- `words`: a `list` of `string` features.
+- `lid`: a `list` of `string` features.
+
+#### lid_nepeng
+- `idx`: a `int32` feature.
+- `words`: a `list` of `string` features.
+- `lid`: a `list` of `string` features.
+
+#### lid_spaeng
+- `idx`: a `int32` feature.
+- `words`: a `list` of `string` features.
+- `lid`: a `list` of `string` features.
+
+#### ner_hineng
+- `idx`: a `int32` feature.
+- `words`: a `list` of `string` features.
+- `lid`: a `list` of `string` features.
+- `ner`: a `list` of `string` features.
+
+### [Data Splits Sample Size](#data-splits-sample-size)
+
+|   name   |train|validation|test|
+|----------|----:|---------:|---:|
+|lid_hineng| 4823|       744|1854|
+|lid_msaea | 8464|      1116|1663|
+|lid_nepeng| 8451|      1332|3228|
+|lid_spaeng|21030|      3332|8289|
+|ner_hineng| 1243|       314| 522|
+
+## [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{molina-etal-2016-overview,
+   title = "Overview for the Second Shared Task on Language Identification in Code-Switched Data",
+   author = "Molina, Giovanni and
+             AlGhamdi, Fahad and
+             Ghoneim, Mahmoud and
+             Hawwari, Abdelati and
+             Rey-Villamizar, Nicolas and
+             Diab, Mona and
+             Solorio, Thamar",
+   booktitle = "Proceedings of the Second Workshop on Computational Approaches to Code Switching",
+   month = nov,
+   year = "2016",
+   address = "Austin, Texas",
+   publisher = "Association for Computational Linguistics",
+   url = "https://www.aclweb.org/anthology/W16-5805",
+   doi = "10.18653/v1/W16-5805",
+   pages = "40--49",
+}
+
+@inproceedings{aguilar-etal-2020-lince,
+    title = "{L}in{CE}: A Centralized Benchmark for Linguistic Code-switching Evaluation",
+    author = "Aguilar, Gustavo  and
+      Kar, Sudipta  and
+      Solorio, Thamar",
+    booktitle = "Proceedings of The 12th Language Resources and Evaluation Conference",
+    month = may,
+    year = "2020",
+    address = "Marseille, France",
+    publisher = "European Language Resources Association",
+    url = "https://www.aclweb.org/anthology/2020.lrec-1.223",
+    pages = "1803--1813",
+    language = "English",
+    ISBN = "979-10-95546-34-4",
+}
+
+Note that each LinCE dataset has its own citation. Please see the source to see
+the correct citation for each contained dataset.
+```
+
+
+### Contributions
+
+Thanks to [@lhoestq](https://github.com/lhoestq), [@thomwolf](https://github.com/thomwolf), [@gaguilar](https://github.com/gaguilar) for adding this dataset.