'[object Object]': null
datasets:
- wikiann
language:
- kn
pipeline_tag: token-classification
tags:
- code
widget:
- text: ನನ್ನ ಹೆಸರು ಅಪರ್ಣ.
example_title: Sentence_1
- text: ಮೂಲತಃ ನಾನು ಕರ್ನಾಟಕದವಳು.
example_title: Sentence_2
- text: 'ನಾನು ಸದ್ಯಕ್ಕೆ ಉನ್ನತ ವ್ಯಾಸಂಗಕ್ಕಾಗಿ ಡಬ್ಲಿನ್ನಲ್ಲಿ ವಾಸವಾಗಿದ್ದೇನೆ. '
example_title: Sentence_3
- text: ಅಂಬರೀಶ್ ಈ ಚಲನಚಿತ್ರದ ನಾಯಕರಾಗಿ ಅಭಿನಯಿಸಿ ತುಂಬಾ ಖ್ಯಾತರಾದರು
example_title: Sentence_4
Model Card for {{ aparnabhat | default("kannada-ner", true) }}
{{ NER using WikiANN dataset }}
Model Details
Model Description
{{ model_description }}
- Developed by: {{ Aparna Nayak}}
- Model type: {{ NER }}
- Language(s) (NLP): {{ Python }}
- Finetuned from model [optional]: {{ bert-base-multilingual-cased }}
Labels
{{['O', 'B-PER', 'I-PER', 'B-ORG', 'I-ORG', 'B-LOC', 'I-LOC']}} {{0,1,2,3,4,5,6}}
Results
{{'LOC': {'precision': 0.5977859778597786, 'recall': 0.7431192660550459, 'f1': 0.6625766871165644, 'number': 218}, 'ORG': {'precision': 0.43333333333333335, 'recall': 0.34210526315789475, 'f1': 0.3823529411764707, 'number': 114}, 'PER': {'precision': 0.4782608695652174, 'recall': 0.8088235294117647, 'f1': 0.6010928961748634, 'number': 136}, 'overall_precision': 0.5262267343485617, 'overall_recall': 0.6645299145299145, 'overall_f1': 0.587346553352219, 'overall_accuracy': 0.8148599269183922}}
Summary
{{ results_summary | default("", true) }}
Model Examination [optional]
{{ model_examination | default("[More Information Needed]", true)}}
Model Architecture and Objective
{{ model_specs | default("[More Information Needed]", true)}}
Compute Infrastructure
{{ Google colab }}
Model Card Authors [optional]
{{ Aparna Nayak }}
Model Card Contact
{{ [email protected] ; [email protected]}}
How to Get Started with the Model
Use the code below to get started with the model.
Click to expand
{{ get_started_code | default("[More Information Needed]", true)}}