Datasets:
Tasks:
Token Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10M<n<100M
License:
| license: cc0-1.0 | |
| task_categories: | |
| - token-classification | |
| language: | |
| - en | |
| tags: | |
| - ML | |
| - NLP | |
| size_categories: | |
| - 10K<n<100K | |
| # Dataset Card for Dataset Name | |
| ## Dataset Description | |
| - **Homepage:** | |
| - **Repository:** | |
| - **Paper:** | |
| - **Leaderboard:** | |
| - **Point of Contact:** | |
| ### Dataset Summary | |
| KG dataset created by using spaCy PoS and Dependency parser. | |
| ### Supported Tasks and Leaderboards | |
| Can be leveraged for token classification for detection of knowledge graph entities and relations. | |
| ### Languages | |
| English | |
| ## Dataset Structure | |
| ### Data Instances | |
| [More Information Needed] | |
| ### Data Fields | |
| Important fields for the token classification task are | |
| * tokens - tokenized text | |
| * tags - Tags for each token | |
| {'SRC' - Source, 'REL' - Relation, 'TGT' - Target, 'O' - Others} | |
| ### Data Splits | |
| One data file for around 15k records | |
| ## 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 | |
| [More Information Needed] | |
| ### Contributions | |
| [More Information Needed] |