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--- |
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annotations_creators: |
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- no-annotation |
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language_creators: |
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- expert-generated |
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- machine-generated |
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languages: |
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- en |
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licenses: |
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- ms-pl |
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multilinguality: |
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- monolingual |
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- translation |
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size_categories: |
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- 1K<n<10K |
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source_datasets: |
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- extended|other-newstest2017 |
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task_categories: |
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- translation |
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task_ids: [] |
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paperswithcode_id: null |
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pretty_name: MsrZhenTranslationParity |
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--- |
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# Dataset Card for msr_zhen_translation_parity |
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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:** |
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[Translator Human Parity Data](https://msropendata.com/datasets/93f9aa87-9491-45ac-81c1-6498b6be0d0b) |
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- **Repository:** |
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- **Paper:** |
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[Achieving Human Parity on Automatic Chinese to English News Translation](https://www.microsoft.com/en-us/research/publication/achieving-human-parity-on-automatic-chinese-to-english-news-translation/) |
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- **Leaderboard:** |
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- **Point of Contact:** |
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### Dataset Summary |
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> Human evaluation results and translation output for the Translator Human Parity Data release, |
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> as described in https://blogs.microsoft.com/ai/machine-translation-news-test-set-human-parity/ |
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> The Translator Human Parity Data release contains all human evaluation results and translations |
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> related to our paper "Achieving Human Parity on Automatic Chinese to English News Translation", |
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> published on March 14, 2018. We have released this data to |
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> 1) allow external validation of our claim of having achieved human parity |
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> 2) to foster future research by releasing two additional human references |
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> for the Reference-WMT test set. |
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> |
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The dataset includes: |
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1) two new references for Chinese-English language pair of WMT17, |
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one based on human translation from scratch (Reference-HT), |
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the other based on human post-editing (Reference-PE); |
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2) human parity translations generated by our research systems Combo-4, Combo-5, and Combo-6, |
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as well as translation output from online machine translation service Online-A-1710, |
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collected on October 16, 2017; |
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The data package provided with the study also includes (but not parsed and provided as |
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workable features of this dataset) all data points collected in human evaluation campaigns. |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages |
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This dataset contains 6 extra English translations to Chinese-English language pair of WMT17. |
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## Dataset Structure |
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### Data Instances |
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[More Information Needed] |
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### Data Fields |
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As mentioned in the summary, this dataset provides 6 extra English translations of |
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Chinese-English language pair of WMT17. |
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Data fields are named exactly like the associated paper for easier cross-referenceing. |
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- `Reference-HT`: human translation from scrach. |
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- `Reference-PE`: human post-editing. |
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- `Combo-4`, `Combo-5`, `Combo-6`: three translations by research systems. |
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- `Online-A-1710`: a translation from an anonymous online machine translation service. |
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All data fields of a record are translations for the same Chinese source sentence. |
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### Data Splits |
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[More Information Needed] |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed] |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed] |
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#### Who are the source language producers? |
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[More Information Needed] |
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### Annotations |
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#### Annotation process |
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[More Information Needed] |
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#### Who are the annotators? |
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[More Information Needed] |
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### Personal and Sensitive Information |
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[More Information Needed] |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed] |
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### Discussion of Biases |
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[More Information Needed] |
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### Other Known Limitations |
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[More Information Needed] |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed] |
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### Licensing Information |
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[More Information Needed] |
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### Citation Information |
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Citation information is available at this link [Achieving Human Parity on Automatic Chinese to English News Translation](https://www.microsoft.com/en-us/research/publication/achieving-human-parity-on-automatic-chinese-to-english-news-translation/) |
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### Contributions |
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Thanks to [@leoxzhao](https://github.com/leoxzhao) for adding this dataset. |
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