
# 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.
task_categories:translation annotations_creators:no-annotation language_creators:expert-generated language_creators:machine-generated multilinguality:monolingual multilinguality:translation size_categories:1K<n<10K source_datasets:extended|other-newstest2017 language:en license:ms-pl region:us
{"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": [], "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}}
TAGS
#task_categories-translation #annotations_creators-no-annotation #language_creators-expert-generated #language_creators-machine-generated #multilinguality-monolingual #multilinguality-translation #size_categories-1K<n<10K #source_datasets-extended|other-newstest2017 #language-English #license-ms-pl #region-us 


# Dataset Card for msr_zhen_translation_parity

## Table of Contents
- Dataset Description
  - Dataset Summary
  - Supported Tasks and Leaderboards
  - Languages
- Dataset Structure
  - Data Instances
  - Data Fields
  - Data Splits
- Dataset Creation
  - Curation Rationale
  - Source Data
  - Annotations
  - Personal and Sensitive Information
- Considerations for Using the Data
  - Social Impact of Dataset
  - Discussion of Biases
  - Other Known Limitations
- Additional Information
  - Dataset Curators
  - Licensing Information
  - Citation Information
  - Contributions

## Dataset Description

- Homepage:

Translator Human Parity Data

- Repository:
- Paper:

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 URL 
 
> 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



### Languages

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

## Dataset Structure

### Data Instances



### 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



## Dataset Creation

### Curation Rationale



### Source Data

#### Initial Data Collection and Normalization



#### Who are the source language producers?



### Annotations

#### Annotation process



#### Who are the annotators?



### Personal and Sensitive Information



## Considerations for Using the Data

### Social Impact of Dataset



### Discussion of Biases



### Other Known Limitations



## Additional Information

### Dataset Curators



### Licensing 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.
# Dataset Card for msr_zhen_translation_parity ## Table of Contents
- Dataset Description
  - Dataset Summary
  - Supported Tasks and Leaderboards
  - Languages
- Dataset Structure
  - Data Instances
  - Data Fields
  - Data Splits
- Dataset Creation
  - Curation Rationale
  - Source Data
  - Annotations
  - Personal and Sensitive Information
- Considerations for Using the Data
  - Social Impact of Dataset
  - Discussion of Biases
  - Other Known Limitations
- Additional Information
  - Dataset Curators
  - Licensing Information
  - Citation Information
  - Contributions ## Dataset Description

- Homepage:

Translator Human Parity Data

- Repository:
- Paper:

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 URL 
 
> 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 ### Languages

This dataset contains 6 extra English translations to Chinese-English language pair of WMT17. ## Dataset Structure ### Data Instances ### 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 ## Dataset Creation ### Curation Rationale ### Source Data #### Initial Data Collection and Normalization #### Who are the source language producers? ### Annotations #### Annotation process #### Who are the annotators? ### Personal and Sensitive Information ## Considerations for Using the Data ### Social Impact of Dataset ### Discussion of Biases ### Other Known Limitations ## Additional Information ### Dataset Curators ### Licensing 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.
TAGS
#task_categories-translation #annotations_creators-no-annotation #language_creators-expert-generated #language_creators-machine-generated #multilinguality-monolingual #multilinguality-translation #size_categories-1K<n<10K #source_datasets-extended|other-newstest2017 #language-English #license-ms-pl #region-us 
 # Dataset Card for msr_zhen_translation_parity ## Table of Contents
- Dataset Description
  - Dataset Summary
  - Supported Tasks and Leaderboards
  - Languages
- Dataset Structure
  - Data Instances
  - Data Fields
  - Data Splits
- Dataset Creation
  - Curation Rationale
  - Source Data
  - Annotations
  - Personal and Sensitive Information
- Considerations for Using the Data
  - Social Impact of Dataset
  - Discussion of Biases
  - Other Known Limitations
- Additional Information
  - Dataset Curators
  - Licensing Information
  - Citation Information
  - Contributions ## Dataset Description

- Homepage:

Translator Human Parity Data

- Repository:
- Paper:

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 URL 
 
> 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 ### Languages

This dataset contains 6 extra English translations to Chinese-English language pair of WMT17. ## Dataset Structure ### Data Instances ### 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 ## Dataset Creation ### Curation Rationale ### Source Data #### Initial Data Collection and Normalization #### Who are the source language producers? ### Annotations #### Annotation process #### Who are the annotators? ### Personal and Sensitive Information ## Considerations for Using the Data ### Social Impact of Dataset ### Discussion of Biases ### Other Known Limitations ## Additional Information ### Dataset Curators ### Licensing 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.