Text Classification
Transformers
Safetensors
Greek
bert
Social Media
Reddit
Topic Classification
Text Classification
Greek NLP
Eval Results (legacy)
text-embeddings-inference
Instructions to use IMISLab/Greek-Reddit-BERT with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use IMISLab/Greek-Reddit-BERT with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="IMISLab/Greek-Reddit-BERT")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("IMISLab/Greek-Reddit-BERT") model = AutoModelForSequenceClassification.from_pretrained("IMISLab/Greek-Reddit-BERT") - Notebooks
- Google Colab
- Kaggle
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# Greek-Reddit-BERT
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A Greek topic classification model based on [GREEK-BERT](https://huggingface.co/nlpaueb/bert-base-greek-uncased-v1)
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This model is fine-tuned on [GreekReddit](https://huggingface.co/datasets/IMISLab/GreekReddit) as part of our research article:
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[Mastrokostas, C., Giarelis, N., & Karacapilidis, N. (2024) Social Media Topic Classification on Greek Reddit](https://www.mdpi.com/2078-2489/15/9/521)
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For more information see the evaluation section below.
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<img src="Greek Reddit finetuning.svg" width="600"/>
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# Greek-Reddit-BERT
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A Greek topic classification model based on [GREEK-BERT](https://huggingface.co/nlpaueb/bert-base-greek-uncased-v1).
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This model is fine-tuned on [GreekReddit](https://huggingface.co/datasets/IMISLab/GreekReddit) as part of our research article:
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[Mastrokostas, C., Giarelis, N., & Karacapilidis, N. (2024) Social Media Topic Classification on Greek Reddit](https://www.mdpi.com/2078-2489/15/9/521)
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For more information see the evaluation section below.
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<img src="Greek Reddit finetuning.svg" width="600"/>
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