|
--- |
|
annotations_creators: |
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- crowdsourced |
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language_creators: |
|
- found |
|
language: |
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- zh |
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license: |
|
- mit |
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multilinguality: |
|
- monolingual |
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size_categories: |
|
- 1K<n<10K |
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source_datasets: |
|
- original |
|
task_categories: |
|
- token-classification |
|
task_ids: |
|
- parsing |
|
paperswithcode_id: null |
|
pretty_name: AMTTL |
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dataset_info: |
|
features: |
|
- name: id |
|
dtype: string |
|
- name: tokens |
|
sequence: string |
|
- name: tags |
|
sequence: |
|
class_label: |
|
names: |
|
0: B |
|
1: I |
|
2: E |
|
3: S |
|
config_name: amttl |
|
splits: |
|
- name: train |
|
num_bytes: 1132212 |
|
num_examples: 3063 |
|
- name: validation |
|
num_bytes: 324374 |
|
num_examples: 822 |
|
- name: test |
|
num_bytes: 328525 |
|
num_examples: 908 |
|
download_size: 685534 |
|
dataset_size: 1785111 |
|
--- |
|
|
|
# Dataset Card for AMTTL |
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|
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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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|
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## Dataset Description |
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- **Homepage:** [Github](https://github.com/adapt-sjtu/AMTTL/tree/master/medical_data) |
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- **Repository:** [Github](https://github.com/adapt-sjtu/AMTTL/tree/master/medical_data) |
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- **Paper:** [Aclweb](http://aclweb.org/anthology/C18-1307) |
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- **Leaderboard:** |
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- **Point of Contact:** |
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|
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### Dataset Summary |
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[More Information Needed] |
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### Supported Tasks and Leaderboards |
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[More Information Needed] |
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### Languages |
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[More Information Needed] |
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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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[More Information Needed] |
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### Data Splits |
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|
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[More Information Needed] |
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|
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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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|
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### Personal and Sensitive Information |
|
|
|
[More Information Needed] |
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|
|
## Considerations for Using the Data |
|
|
|
### Social Impact of Dataset |
|
|
|
[More Information Needed] |
|
|
|
### Discussion of Biases |
|
|
|
[More Information Needed] |
|
|
|
### Other Known Limitations |
|
|
|
[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 |
|
|
|
[More Information Needed] |
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|
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### Citation Information |
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```bibtex |
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@inproceedings{xing2018adaptive, |
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title={Adaptive multi-task transfer learning for Chinese word segmentation in medical text}, |
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author={Xing, Junjie and Zhu, Kenny and Zhang, Shaodian}, |
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booktitle={Proceedings of the 27th International Conference on Computational Linguistics}, |
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pages={3619--3630}, |
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year={2018} |
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} |
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``` |
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### Contributions |
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|
|
Thanks to [@JetRunner](https://github.com/JetRunner) for adding this dataset. |
