Datasets:
Tasks:
Translation
Multilinguality:
translation
Size Categories:
1M<n<10M
Language Creators:
expert-generated
Annotations Creators:
crowdsourced
Source Datasets:
extended|ted_talks_iwslt
Tags:
License:
albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#1)
3a54beb
| annotations_creators: | |
| - crowdsourced | |
| language: | |
| - az | |
| - be | |
| - en | |
| - es | |
| - fr | |
| - gl | |
| - he | |
| - it | |
| - pt | |
| - ru | |
| - tr | |
| language_creators: | |
| - expert-generated | |
| license: | |
| - cc-by-nc-nd-4.0 | |
| multilinguality: | |
| - translation | |
| pretty_name: TEDHrlr | |
| size_categories: | |
| - 1M<n<10M | |
| source_datasets: | |
| - extended|ted_talks_iwslt | |
| task_categories: | |
| - translation | |
| task_ids: [] | |
| paperswithcode_id: null | |
| dataset_info: | |
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| features: | |
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| dtype: | |
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| dtype: | |
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| dtype: | |
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| - config_name: es_to_pt | |
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| - config_name: fr_to_pt | |
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| - config_name: gl_to_en | |
| features: | |
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| - config_name: glpt_to_en | |
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| - config_name: he_to_pt | |
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| dtype: | |
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| dataset_size: 11219718 | |
| - config_name: it_to_pt | |
| features: | |
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| languages: | |
| - it | |
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| download_size: 131005909 | |
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| - ru | |
| - pt | |
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| dtype: | |
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| - tr | |
| - en | |
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| - name: validation | |
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| num_examples: 4046 | |
| download_size: 131005909 | |
| dataset_size: 40466400 | |
| # Dataset Card for "ted_hrlr" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [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:** | |
| - **Repository:** https://github.com/neulab/word-embeddings-for-nmt | |
| - **Paper:** [When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?](https://aclanthology.org/N18-2084/) | |
| - **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:** 1.83 GB | |
| - **Size of the generated dataset:** 281.66 MB | |
| - **Total amount of disk used:** 2.12 GB | |
| ### Dataset Summary | |
| Data sets derived from TED talk transcripts for comparing similar language pairs | |
| where one is high resource and the other is low resource. | |
| ### Supported Tasks and Leaderboards | |
| [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 | |
| ### Data Instances | |
| #### az_to_en | |
| - **Size of downloaded dataset files:** 131.01 MB | |
| - **Size of the generated dataset:** 1.53 MB | |
| - **Total amount of disk used:** 132.54 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "translation": { | |
| "az": "zəhmət olmasa , sizə xitab edən sözlər eşidəndə əlinizi qaldırın .", | |
| "en": "please raise your hand if something applies to you ." | |
| } | |
| } | |
| ``` | |
| #### aztr_to_en | |
| - **Size of downloaded dataset files:** 131.01 MB | |
| - **Size of the generated dataset:** 40.14 MB | |
| - **Total amount of disk used:** 171.15 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "translation": { | |
| "az_tr": "zəhmət olmasa , sizə xitab edən sözlər eşidəndə əlinizi qaldırın .", | |
| "en": "please raise your hand if something applies to you ." | |
| } | |
| } | |
| ``` | |
| #### be_to_en | |
| - **Size of downloaded dataset files:** 131.01 MB | |
| - **Size of the generated dataset:** 1.43 MB | |
| - **Total amount of disk used:** 132.42 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| { | |
| "translation": { | |
| "be": "zəhmət olmasa , sizə xitab edən sözlər eşidəndə əlinizi qaldırın .", | |
| "en": "please raise your hand if something applies to you ." | |
| } | |
| } | |
| ``` | |
| #### beru_to_en | |
| - **Size of downloaded dataset files:** 131.01 MB | |
| - **Size of the generated dataset:** 60.20 MB | |
| - **Total amount of disk used:** 191.21 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "translation": "{\"be_ru\": \"11 yaşımdaydım . səhərin birində , evimizdəki sevinc səslərinə oyandığım indiki kimi yadımdadır .\", \"en\": \"when i was..." | |
| } | |
| ``` | |
| #### es_to_pt | |
| - **Size of downloaded dataset files:** 131.01 MB | |
| - **Size of the generated dataset:** 9.13 MB | |
| - **Total amount of disk used:** 140.14 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| This example was too long and was cropped: | |
| { | |
| "translation": "{\"es\": \"11 yaşımdaydım . səhərin birində , evimizdəki sevinc səslərinə oyandığım indiki kimi yadımdadır .\", \"pt\": \"when i was 11..." | |
| } | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### az_to_en | |
| - `translation`: a multilingual `string` variable, with possible languages including `az`, `en`. | |
| #### aztr_to_en | |
| - `translation`: a multilingual `string` variable, with possible languages including `az_tr`, `en`. | |
| #### be_to_en | |
| - `translation`: a multilingual `string` variable, with possible languages including `be`, `en`. | |
| #### beru_to_en | |
| - `translation`: a multilingual `string` variable, with possible languages including `be_ru`, `en`. | |
| #### es_to_pt | |
| - `translation`: a multilingual `string` variable, with possible languages including `es`, `pt`. | |
| ### Data Splits | |
| | name |train |validation|test| | |
| |----------|-----:|---------:|---:| | |
| |az_to_en | 5947| 672| 904| | |
| |aztr_to_en|188397| 672| 904| | |
| |be_to_en | 4510| 249| 665| | |
| |beru_to_en|212615| 249| 665| | |
| |es_to_pt | 44939| 1017|1764| | |
| ## 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 | |
| #### Initial Data Collection and Normalization | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the source language producers? | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| #### Annotation process | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| #### Who are the annotators? | |
| [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{qi-etal-2018-pre, | |
| title = "When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation?", | |
| author = "Qi, Ye and | |
| Sachan, Devendra and | |
| Felix, Matthieu and | |
| Padmanabhan, Sarguna and | |
| Neubig, Graham", | |
| booktitle = "Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)", | |
| month = jun, | |
| year = "2018", | |
| address = "New Orleans, Louisiana", | |
| publisher = "Association for Computational Linguistics", | |
| url = "https://aclanthology.org/N18-2084", | |
| doi = "10.18653/v1/N18-2084", | |
| pages = "529--535", | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten) for adding this dataset. |