Datasets:
Languages:
Russian
Multilinguality:
monolingual
Size Categories:
unknown
Language Creators:
machine-generated
Annotations Creators:
expert-generated
Source Datasets:
original
ArXiv:
License:
annotations_creators: | |
- expert-generated | |
language_creators: | |
- machine-generated | |
language: | |
- ru | |
license: | |
- unknown | |
multilinguality: | |
- monolingual | |
size_categories: | |
- unknown | |
source_datasets: | |
- original | |
task_categories: | |
- structure-prediction | |
task_ids: [] | |
pretty_name: NRU-HSE | |
tags: | |
- word-segmentation | |
# Dataset Card for NRU-HSE | |
## 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:** [glushkovato/hashtag_segmentation](https://github.com/glushkovato/hashtag_segmentation/) | |
- **Paper:** [Char-RNN and Active Learning for Hashtag Segmentation](https://arxiv.org/abs/1911.03270) | |
### Dataset Summary | |
Real hashtags collected from several pages about civil services on vk.com (a Russian social network) and then segmented manually. | |
### Languages | |
Russian | |
## Dataset Structure | |
### Data Instances | |
``` | |
{ | |
"index": 0, | |
"hashtag": "ЁлкаВЗазеркалье", | |
"segmentation": "Ёлка В Зазеркалье" | |
} | |
``` | |
### Data Fields | |
- `index`: a numerical index. | |
- `hashtag`: the original hashtag. | |
- `segmentation`: the gold segmentation for the hashtag. | |
## 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 | |
``` | |
@article{glushkova2019char, | |
title={Char-RNN and Active Learning for Hashtag Segmentation}, | |
author={Glushkova, Taisiya and Artemova, Ekaterina}, | |
journal={arXiv preprint arXiv:1911.03270}, | |
year={2019} | |
} | |
``` | |
### Contributions | |
This dataset was added by [@ruanchaves](https://github.com/ruanchaves) while developing the [hashformers](https://github.com/ruanchaves/hashformers) library. |