Dataset Card for msr_zhen_translation_parity

Translator Human Parity Data

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  • Paper:

Achieving Human Parity on Automatic Chinese to English News Translation

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Dataset Summary

Human evaluation results and translation output for the Translator Human Parity Data release, as described in https://blogs.microsoft.com/ai/machine-translation-news-test-set-human-parity/

The Translator Human Parity Data release contains all human evaluation results and translations related to our paper "Achieving Human Parity on Automatic Chinese to English News Translation", published on March 14, 2018. We have released this data to

  1. allow external validation of our claim of having achieved human parity
  2. to foster future research by releasing two additional human references for the Reference-WMT test set.

The dataset includes:

  1. two new references for Chinese-English language pair of WMT17, one based on human translation from scratch (Reference-HT), the other based on human post-editing (Reference-PE);

  2. human parity translations generated by our research systems Combo-4, Combo-5, and Combo-6, as well as translation output from online machine translation service Online-A-1710, collected on October 16, 2017;

The data package provided with the study also includes (but not parsed and provided as workable features of this dataset) all data points collected in human evaluation campaigns.

Supported Tasks and Leaderboards

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Languages

This dataset contains 6 extra English translations to Chinese-English language pair of WMT17.

Dataset Structure

Data Instances

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Data Fields

As mentioned in the summary, this dataset provides 6 extra English translations of Chinese-English language pair of WMT17.

Data fields are named exactly like the associated paper for easier cross-referenceing.

  • Reference-HT: human translation from scrach.
  • Reference-PE: human post-editing.
  • Combo-4, Combo-5, Combo-6: three translations by research systems.
  • Online-A-1710: a translation from an anonymous online machine translation service.

All data fields of a record are translations for the same Chinese source sentence.

Data Splits

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Dataset Creation

Curation Rationale

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Source Data

Initial Data Collection and Normalization

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Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

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Licensing Information

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Citation Information

Citation information is available at this link Achieving Human Parity on Automatic Chinese to English News Translation

Contributions

Thanks to @leoxzhao for adding this dataset.

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