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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 | |
| - **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 | |
| 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 | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Dataset Structure | |
| We show detailed information for up to 5 configurations of the dataset. | |
| ### 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": "[\"ุนูุงุก\", \"ุจุฎูุฑ\", \"ุ\", \"ู ุนูููุงุชู\", \"ูููุณุฉ\", \".\", \"..\", \"ุงุณุฎู\", \"ุญุงุฌุฉ\", \"ุจุณ\", \"ุงู\", \"ูู\", \"ูุงุญุฏ\", \"ู ููู \", \"ุจูููู\", \"ู ูููู\", \"ุนููู\"..." | |
| } | |
| ``` | |
| #### 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 | |
| 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 | |
| | 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 | |
| ### Curation Rationale | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Source Data | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### 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 | |
| ### 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 | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Other Known Limitations | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ## Additional Information | |
| ### Dataset Curators | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Licensing Information | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Citation Information | |
| ``` | |
| @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 too. Please see [here](https://ritual.uh.edu/lince/datasets) | |
| for the correct citation on each dataset. | |
| ### Contributions | |
| Thanks to [@lhoestq](https://github.com/lhoestq), [@thomwolf](https://github.com/thomwolf), [@gaguilar](https://github.com/gaguilar) for adding this dataset. | |