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--- |
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annotations_creators: |
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- expert-generated |
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language_creators: |
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- machine-generated |
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language: |
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- en |
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license: |
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- unknown |
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multilinguality: |
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- monolingual |
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size_categories: |
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- unknown |
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source_datasets: |
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- original |
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task_categories: |
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- token-classification |
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task_ids: [] |
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pretty_name: BOUN |
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tags: |
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- word-segmentation |
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--- |
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|
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# Dataset Card for BOUN |
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## Dataset Description |
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- **Repository:** [ardax/hashtag-segmentor](https://github.com/ardax/hashtag-segmentor) |
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- **Paper:** [Segmenting Hashtags and Analyzing Their Grammatical Structure](https://asistdl.onlinelibrary.wiley.com/doi/epdf/10.1002/asi.23989?author_access_token=qbKcE1jrre5nbv_Tn9csbU4keas67K9QMdWULTWMo8NOtY2aA39ck2w5Sm4ePQ1MZhbjCdEuaRlPEw2Kd12jzvwhwoWP0fdroZAwWsmXHPXxryDk_oBCup1i9_VDNIpU) |
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|
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### Dataset Summary |
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Dev-BOUN is a Development set that includes 500 manually segmented hashtags. These are selected from tweets about movies, |
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tv shows, popular people, sports teams etc. |
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Test-BOUN is a Test set that includes 500 manually segmented hashtags. These are selected from tweets about movies, tv shows, popular people, sports teams etc. |
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### Languages |
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English |
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## Dataset Structure |
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### Data Instances |
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``` |
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{ |
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"index": 0, |
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"hashtag": "tryingtosleep", |
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"segmentation": "trying to sleep" |
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} |
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``` |
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### Data Fields |
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- `index`: a numerical index. |
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- `hashtag`: the original hashtag. |
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- `segmentation`: the gold segmentation for the hashtag. |
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|
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## Dataset Creation |
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|
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- All hashtag segmentation and identifier splitting datasets on this profile have the same basic fields: `hashtag` and `segmentation` or `identifier` and `segmentation`. |
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- 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. |
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- There is always whitespace between an alphanumeric character and a sequence of any special characters ( such as `_` , `:`, `~` ). |
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- If there are any annotations for named entity recognition and other token classification tasks, they are given in a `spans` field. |
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## Additional Information |
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### Citation Information |
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|
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``` |
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@article{celebi2018segmenting, |
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title={Segmenting hashtags and analyzing their grammatical structure}, |
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author={Celebi, Arda and {\"O}zg{\"u}r, Arzucan}, |
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journal={Journal of the Association for Information Science and Technology}, |
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volume={69}, |
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number={5}, |
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pages={675--686}, |
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year={2018}, |
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publisher={Wiley Online Library} |
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} |
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``` |
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|
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### Contributions |
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|
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This dataset was added by [@ruanchaves](https://github.com/ruanchaves) while developing the [hashformers](https://github.com/ruanchaves/hashformers) library. |
