Datasets:
Languages:
English
Multilinguality:
monolingual
Size Categories:
unknown
Language Creators:
machine-generated
Annotations Creators:
expert-generated
Source Datasets:
original
ArXiv:
Tags:
word-segmentation
License:
| annotations_creators: | |
| - expert-generated | |
| language_creators: | |
| - machine-generated | |
| languages: | |
| - en | |
| licenses: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| pretty_name: STAN Small | |
| size_categories: | |
| - unknown | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - structure-prediction | |
| - conditional-text-generation | |
| task_ids: | |
| - structure-prediction-other-word-segmentation | |
| # Dataset Card for STAN Small | |
| ## Table of Contents | |
| - [Table of Contents](#table-of-contents) | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Additional Information](#additional-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Repository:** [mounicam/hashtag_master](https://github.com/mounicam/hashtag_master) | |
| - **Paper:** [Multi-task Pairwise Neural Ranking for Hashtag Segmentation](https://aclanthology.org/P19-1242/) | |
| ### Dataset Summary | |
| Manually Annotated Stanford Sentiment Analysis Dataset by Bansal et al.. | |
| ### Languages | |
| English | |
| ## Dataset Structure | |
| ### Data Instances | |
| ``` | |
| { | |
| "index": 300, | |
| "hashtag": "microsoftfail", | |
| "segmentation": "microsoft fail", | |
| "alternatives": { | |
| "segmentation": [ | |
| "Microsoft fail" | |
| ] | |
| } | |
| } | |
| ``` | |
| ### Data Fields | |
| - `index`: a numerical index. | |
| - `hashtag`: the original hashtag. | |
| - `segmentation`: the gold segmentation for the hashtag. | |
| - `alternatives`: other segmentations that are also accepted as a gold segmentation. | |
| Although `segmentation` has exactly the same characters as `hashtag` except for the spaces, the segmentations inside `alternatives` may have characters corrected to uppercase. | |
| ## Dataset Creation | |
| - All hashtag segmentation and identifier splitting datasets on this profile have the same basic fields: `hashtag` and `segmentation` or `identifier` and `segmentation`. | |
| - The only difference between `hashtag` and `segmentation` or between `identifier` and `segmentation` are the whitespace characters. Spell checking, expanding abbreviations or correcting characters to uppercase go into other fields. | |
| - There is always whitespace between an alphanumeric character and a sequence of any special characters ( such as `_` , `:`, `~` ). | |
| - If there are any annotations for named entity recognition and other token classification tasks, they are given in a `spans` field. | |
| ## Additional Information | |
| ### Citation Information | |
| ``` | |
| @misc{bansal2015deep, | |
| title={Towards Deep Semantic Analysis Of Hashtags}, | |
| author={Piyush Bansal and Romil Bansal and Vasudeva Varma}, | |
| year={2015}, | |
| eprint={1501.03210}, | |
| archivePrefix={arXiv}, | |
| primaryClass={cs.IR} | |
| } | |
| ``` | |
| ### Contributions | |
| This dataset was added by [@ruanchaves](https://github.com/ruanchaves) while developing the [hashformers](https://github..com/ruanchaves/hashformers) library. |