Datasets:
Tasks:
Token Classification
Modalities:
Text
Formats:
csv
Languages:
English
Size:
10K - 100K
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' - Object} | |
### 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] |