| | --- |
| | annotations_creators: |
| | - crowdsourced |
| | language_creators: |
| | - found |
| | language: |
| | - zh |
| | license: |
| | - mit |
| | multilinguality: |
| | - monolingual |
| | size_categories: |
| | - 1K<n<10K |
| | source_datasets: |
| | - original |
| | task_categories: |
| | - token-classification |
| | task_ids: |
| | - parsing |
| | paperswithcode_id: null |
| | pretty_name: AMTTL |
| | 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 |
| |
|
| | ## 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:** [Github](https://github.com/adapt-sjtu/AMTTL/tree/master/medical_data) |
| | - **Repository:** [Github](https://github.com/adapt-sjtu/AMTTL/tree/master/medical_data) |
| | - **Paper:** [Aclweb](http://aclweb.org/anthology/C18-1307) |
| | - **Leaderboard:** |
| | - **Point of Contact:** |
| |
|
| | ### Dataset Summary |
| |
|
| | [More Information Needed] |
| |
|
| | ### Supported Tasks and Leaderboards |
| |
|
| | [More Information Needed] |
| |
|
| | ### Languages |
| |
|
| | [More Information Needed] |
| |
|
| | ## Dataset Structure |
| |
|
| | ### Data Instances |
| |
|
| | [More Information Needed] |
| |
|
| | ### Data Fields |
| |
|
| | [More Information Needed] |
| |
|
| | ### 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 |
| | ```bibtex |
| | @inproceedings{xing2018adaptive, |
| | title={Adaptive multi-task transfer learning for Chinese word segmentation in medical text}, |
| | author={Xing, Junjie and Zhu, Kenny and Zhang, Shaodian}, |
| | booktitle={Proceedings of the 27th International Conference on Computational Linguistics}, |
| | pages={3619--3630}, |
| | year={2018} |
| | } |
| | ``` |
| | ### Contributions |
| |
|
| | Thanks to [@JetRunner](https://github.com/JetRunner) for adding this dataset. |