Datasets:

microsoft
/

msr_zhen_translation_parity

	---
	annotations_creators:
	- no-annotation
	language_creators:
	- expert-generated
	- machine-generated
	language:
	- en
	license:
	- ms-pl
	multilinguality:
	- monolingual
	- translation
	size_categories:
	- 1K<n<10K
	source_datasets:
	- extended\|other-newstest2017
	task_categories:
	- translation
	task_ids: []
	paperswithcode_id: null
	pretty_name: MsrZhenTranslationParity
	dataset_info:
	features:
	- name: Reference-HT
	dtype: string
	- name: Reference-PE
	dtype: string
	- name: Combo-4
	dtype: string
	- name: Combo-5
	dtype: string
	- name: Combo-6
	dtype: string
	- name: Online-A-1710
	dtype: string
	splits:
	- name: train
	num_bytes: 1797033
	num_examples: 2001
	download_size: 0
	dataset_size: 1797033
	---

	# Dataset Card for msr_zhen_translation_parity

	## 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:

	[Translator Human Parity Data](https://msropendata.com/datasets/93f9aa87-9491-45ac-81c1-6498b6be0d0b)

	- Repository:
	- Paper:

	[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/)

	- Leaderboard:
	- Point of Contact:

	### 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

	[More Information Needed]

	### Languages

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

	## Dataset Structure

	### Data Instances

	[More Information Needed]

	### 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

	[More Information Needed]

	## Dataset Creation

	### Curation Rationale

	[More Information Needed]

	### Source Data

	#### Initial Data Collection and Normalization

	[More Information Needed]

	#### Who are the source language producers?

	[More Information Needed]

	### Annotations

	#### Annotation process

	[More Information Needed]

	#### Who are the annotators?

	[More Information Needed]

	### Personal and Sensitive Information

	[More Information Needed]

	## Considerations for Using the Data

	### Social Impact of Dataset

	[More Information Needed]

	### Discussion of Biases

	[More Information Needed]

	### Other Known Limitations

	[More Information Needed]

	## Additional Information

	### Dataset Curators

	[More Information Needed]

	### Licensing Information

	[More Information Needed]

	### Citation Information

	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/)

	### Contributions

	Thanks to [@leoxzhao](https://github.com/leoxzhao) for adding this dataset.