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--- |
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paperswithcode_id: null |
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pretty_name: IWSLT 2017 |
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license: |
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- cc-by-nc-nd-4.0 |
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--- |
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# Dataset Card for IWSLT 2017 |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** [https://sites.google.com/site/iwsltevaluation2017/TED-tasks](https://sites.google.com/site/iwsltevaluation2017/TED-tasks) |
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- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Size of downloaded dataset files:** 4046.89 MB |
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- **Size of the generated dataset:** 1087.28 MB |
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- **Total amount of disk used:** 5134.17 MB |
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### Dataset Summary |
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The IWSLT 2017 Evaluation Campaign includes a multilingual TED Talks MT task. The languages involved are five: |
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German, English, Italian, Dutch, Romanian. |
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For each language pair, training and development sets are available through the entry of the table below: by clicking, an archive will be downloaded which contains the sets and a README file. Numbers in the table refer to millions of units (untokenized words) of the target side of all parallel training sets. |
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### Supported Tasks and Leaderboards |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Languages |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Dataset Structure |
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### Data Instances |
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#### iwslt2017-ar-en |
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- **Size of downloaded dataset files:** 26.46 MB |
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- **Size of the generated dataset:** 56.02 MB |
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- **Total amount of disk used:** 82.48 MB |
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An example of 'train' looks as follows. |
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``` |
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This example was too long and was cropped: |
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{ |
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"translation": "{\"ar\": \"لقد طرت في \\\"القوات الجوية \\\" لمدة ثمان سنوات. والآن أجد نفسي مضطرا لخلع حذائي قبل صعود الطائرة!\", \"en\": \"I flew on Air ..." |
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} |
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``` |
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#### iwslt2017-de-en |
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- **Size of downloaded dataset files:** 15.98 MB |
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- **Size of the generated dataset:** 42.37 MB |
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- **Total amount of disk used:** 58.35 MB |
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An example of 'train' looks as follows. |
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``` |
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{ |
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"translation": { |
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"de": "Es ist mir wirklich eine Ehre, zweimal auf dieser Bühne stehen zu dürfen. Tausend Dank dafür.", |
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"en": "And it's truly a great honor to have the opportunity to come to this stage twice; I'm extremely grateful." |
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} |
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} |
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``` |
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#### iwslt2017-en-ar |
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- **Size of downloaded dataset files:** 27.97 MB |
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- **Size of the generated dataset:** 56.02 MB |
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- **Total amount of disk used:** 83.99 MB |
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An example of 'train' looks as follows. |
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``` |
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This example was too long and was cropped: |
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{ |
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"translation": "{\"ar\": \"لقد طرت في \\\"القوات الجوية \\\" لمدة ثمان سنوات. والآن أجد نفسي مضطرا لخلع حذائي قبل صعود الطائرة!\", \"en\": \"I flew on Air ..." |
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} |
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``` |
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#### iwslt2017-en-de |
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- **Size of downloaded dataset files:** 15.98 MB |
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- **Size of the generated dataset:** 42.37 MB |
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- **Total amount of disk used:** 58.35 MB |
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An example of 'validation' looks as follows. |
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``` |
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{ |
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"translation": { |
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"de": "Die nächste Folie, die ich Ihnen zeige, ist eine Zeitrafferaufnahme was in den letzten 25 Jahren passiert ist.", |
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"en": "The next slide I show you will be a rapid fast-forward of what's happened over the last 25 years." |
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} |
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} |
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``` |
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#### iwslt2017-en-fr |
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- **Size of downloaded dataset files:** 26.41 MB |
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- **Size of the generated dataset:** 48.87 MB |
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- **Total amount of disk used:** 75.28 MB |
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An example of 'validation' looks as follows. |
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``` |
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{ |
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"translation": { |
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"en": "But this understates the seriousness of this particular problem because it doesn't show the thickness of the ice.", |
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"fr": "Mais ceci tend à amoindrir le problème parce qu'on ne voit pas l'épaisseur de la glace." |
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} |
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} |
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``` |
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### Data Fields |
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The data fields are the same among all splits. |
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#### iwslt2017-ar-en |
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- `translation`: a multilingual `string` variable, with possible languages including `ar`, `en`. |
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#### iwslt2017-de-en |
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- `translation`: a multilingual `string` variable, with possible languages including `de`, `en`. |
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#### iwslt2017-en-ar |
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- `translation`: a multilingual `string` variable, with possible languages including `en`, `ar`. |
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#### iwslt2017-en-de |
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- `translation`: a multilingual `string` variable, with possible languages including `en`, `de`. |
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#### iwslt2017-en-fr |
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- `translation`: a multilingual `string` variable, with possible languages including `en`, `fr`. |
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### Data Splits |
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| name |train |validation|test| |
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|---------------|-----:|---------:|---:| |
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|iwslt2017-ar-en|231713| 888|8583| |
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|iwslt2017-de-en|206112| 888|8079| |
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|iwslt2017-en-ar|231713| 888|8583| |
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|iwslt2017-en-de|206112| 888|8079| |
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|iwslt2017-en-fr|232825| 890|8597| |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the source language producers? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Annotations |
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#### Annotation process |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the annotators? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Personal and Sensitive Information |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Discussion of Biases |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Other Known Limitations |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Licensing Information |
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Creative Commons BY-NC-ND |
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See the (TED Talks Usage Policy)[https://www.ted.com/about/our-organization/our-policies-terms/ted-talks-usage-policy]. |
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### Citation Information |
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``` |
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@inproceedings{cettoloEtAl:EAMT2012, |
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Address = {Trento, Italy}, |
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Author = {Mauro Cettolo and Christian Girardi and Marcello Federico}, |
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Booktitle = {Proceedings of the 16$^{th}$ Conference of the European Association for Machine Translation (EAMT)}, |
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Date = {28-30}, |
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Month = {May}, |
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Pages = {261--268}, |
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Title = {WIT$^3$: Web Inventory of Transcribed and Translated Talks}, |
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Year = {2012}} |
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``` |
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### Contributions |
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Thanks to [@thomwolf](https://github.com/thomwolf), [@Narsil](https://github.com/Narsil) for adding this dataset. |
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