NLP-KnowledgeGraph / README.md
vishnun's picture
Update README.md
6d06337
|
raw
history blame
1.71 kB
---
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]