
# 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.
annotations_creators:expert-generated language_creators:machine-generated multilinguality:monolingual size_categories:unknown source_datasets:original language:en license:unknown word-segmentation arxiv:1501.03210 region:us
{"annotations_creators": ["expert-generated"], "language_creators": ["machine-generated"], "language": ["en"], "license": ["unknown"], "multilinguality": ["monolingual"], "size_categories": ["unknown"], "source_datasets": ["original"], "task_categories": ["structure-prediction", "conditional-text-generation"], "task_ids": [], "pretty_name": "STAN Small", "tags": ["word-segmentation"]}
TAGS
#annotations_creators-expert-generated #language_creators-machine-generated #multilinguality-monolingual #size_categories-unknown #source_datasets-original #language-English #license-unknown #word-segmentation #arxiv-1501.03210 #region-us 


# Dataset Card for STAN Small

## Table of Contents
- Table of Contents
- Dataset Description
  - Dataset Summary
  - Languages
- Dataset Structure
  - Data Instances
  - Data Fields
- Dataset Creation
- Additional Information
  - Citation Information
  - Contributions

## Dataset Description

- Repository: mounicam/hashtag_master
- Paper: Multi-task Pairwise Neural Ranking for Hashtag Segmentation

### Dataset Summary

Manually Annotated Stanford Sentiment Analysis Dataset by Bansal et al..

### Languages

English

## Dataset Structure

### Data Instances



### 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





### Contributions

This dataset was added by @ruanchaves while developing the hashformers library.
# Dataset Card for STAN Small ## Table of Contents
- Table of Contents
- Dataset Description
  - Dataset Summary
  - Languages
- Dataset Structure
  - Data Instances
  - Data Fields
- Dataset Creation
- Additional Information
  - Citation Information
  - Contributions ## Dataset Description

- Repository: mounicam/hashtag_master
- Paper: Multi-task Pairwise Neural Ranking for Hashtag Segmentation ### Dataset Summary

Manually Annotated Stanford Sentiment Analysis Dataset by Bansal et al.. ### Languages

English ## Dataset Structure ### Data Instances ### 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 ### Contributions

This dataset was added by @ruanchaves while developing the hashformers library.
TAGS
#annotations_creators-expert-generated #language_creators-machine-generated #multilinguality-monolingual #size_categories-unknown #source_datasets-original #language-English #license-unknown #word-segmentation #arxiv-1501.03210 #region-us 
 # Dataset Card for STAN Small ## Table of Contents
- Table of Contents
- Dataset Description
  - Dataset Summary
  - Languages
- Dataset Structure
  - Data Instances
  - Data Fields
- Dataset Creation
- Additional Information
  - Citation Information
  - Contributions ## Dataset Description

- Repository: mounicam/hashtag_master
- Paper: Multi-task Pairwise Neural Ranking for Hashtag Segmentation ### Dataset Summary

Manually Annotated Stanford Sentiment Analysis Dataset by Bansal et al.. ### Languages

English ## Dataset Structure ### Data Instances ### 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 ### Contributions

This dataset was added by @ruanchaves while developing the hashformers library.