|
--- |
|
annotations_creators: |
|
- crowdsourced |
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language_creators: |
|
- found |
|
language: |
|
- zh |
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license: |
|
- mit |
|
multilinguality: |
|
- monolingual |
|
size_categories: |
|
- 1K<n<10K |
|
source_datasets: |
|
- original |
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task_categories: |
|
- token-classification |
|
task_ids: |
|
- parsing |
|
pretty_name: AMTTL |
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dataset_info: |
|
config_name: amttl |
|
features: |
|
- name: id |
|
dtype: string |
|
- name: tokens |
|
sequence: string |
|
- name: tags |
|
sequence: |
|
class_label: |
|
names: |
|
'0': B |
|
'1': I |
|
'2': E |
|
'3': S |
|
splits: |
|
- name: train |
|
num_bytes: 1132196 |
|
num_examples: 3063 |
|
- name: validation |
|
num_bytes: 324358 |
|
num_examples: 822 |
|
- name: test |
|
num_bytes: 328509 |
|
num_examples: 908 |
|
download_size: 274351 |
|
dataset_size: 1785063 |
|
configs: |
|
- config_name: amttl |
|
data_files: |
|
- split: train |
|
path: amttl/train-* |
|
- split: validation |
|
path: amttl/validation-* |
|
- split: test |
|
path: amttl/test-* |
|
default: true |
|
--- |
|
|
|
# Dataset Card for AMTTL |
|
|
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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) |
|
- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
|
- [Personal and Sensitive Information](#personal-and-sensitive-information) |
|
- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
|
- [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) |
|
- [Licensing Information](#licensing-information) |
|
- [Citation Information](#citation-information) |
|
- [Contributions](#contributions) |
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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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|
|
### Dataset Summary |
|
|
|
[More Information Needed] |
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|
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### Supported Tasks and Leaderboards |
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|
|
[More Information Needed] |
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|
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### Languages |
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|
|
[More Information Needed] |
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|
|
## Dataset Structure |
|
|
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### Data Instances |
|
|
|
[More Information Needed] |
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|
|
### Data Fields |
|
|
|
[More Information Needed] |
|
|
|
### Data Splits |
|
|
|
[More Information Needed] |
|
|
|
## Dataset Creation |
|
|
|
### Curation Rationale |
|
|
|
[More Information Needed] |
|
|
|
### Source Data |
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|
|
#### Initial Data Collection and Normalization |
|
|
|
[More Information Needed] |
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|
|
#### Who are the source language producers? |
|
|
|
[More Information Needed] |
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|
|
### Annotations |
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|
|
#### Annotation process |
|
|
|
[More Information Needed] |
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|
|
#### 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 |
|
```bibtex |
|
@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}, |
|
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 |
|
|
|
Thanks to [@JetRunner](https://github.com/JetRunner) for adding this dataset. |
