RNT-xlm-essay-classifier

Model Card

I have developed this model based on FacebookAI/xlm-roberta-large to classify text from Rabindranath Tagore's bengali essays. Right now this model supports three labels

• সাহিত্য ও শিল্পকলা সমালোচনা [0]
• আত্মজীবনীমূলক ও পত্রসাহিত্য [1]
• সমাজ রাষ্ট্রনীতি অর্থনীতি [2]

Model Details

Model Description

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This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.

• Developed by: Parthosarothi Mukherjee
• Funded by [optional]: [Self]
• Shared by [optional]: [Self]
• Model type: [xlm-roberta]
• Language(s) (NLP): [Bengali, Bangla]
• License: [More Information Needed]
• Finetuned from model [optional]: FacebookAI/xlm-roberta-large

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Uses

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Direct Use

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Out-of-Scope Use

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Bias, Risks, and Limitations

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Recommendations

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Training Details

Training Data

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Training Procedure

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Preprocessing [optional]

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Training Hyperparameters

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Evaluation

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Testing Data, Factors & Metrics

Testing Data

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Factors

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Results

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Summary

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Environmental Impact

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Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).

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Technical Specifications [optional]

Model Architecture and Objective

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Citation [optional]

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Glossary [optional]

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