Instructions to use helinivan/multilingual-sarcasm-detector with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use helinivan/multilingual-sarcasm-detector with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="helinivan/multilingual-sarcasm-detector")# Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("helinivan/multilingual-sarcasm-detector") model = AutoModelForSequenceClassification.from_pretrained("helinivan/multilingual-sarcasm-detector", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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README.md
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1 -> Sarcastic
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##
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Datasets:
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- English language data: [Kaggle: News Headlines Dataset For Sarcasm Detection](https://www.kaggle.com/datasets/rmisra/news-headlines-dataset-for-sarcasm-detection).
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- Italian non-sarcastic news from [Il Giornale](https://www.ilgiornale.it)
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- Italian sarcastic news from [Lercio](https://www.lercio.it)
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- Git Repo: [Official repository](https://github.com/helinivan/multilingual-sarcasm-detector)
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1 -> Sarcastic
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## Source Data
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Datasets:
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- English language data: [Kaggle: News Headlines Dataset For Sarcasm Detection](https://www.kaggle.com/datasets/rmisra/news-headlines-dataset-for-sarcasm-detection).
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- Italian non-sarcastic news from [Il Giornale](https://www.ilgiornale.it)
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- Italian sarcastic news from [Lercio](https://www.lercio.it)
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## Training Dataset
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- [helinivan/sarcasm_headlines_multilingual](https://huggingface.co/datasets/helinivan/sarcasm_headlines_multilingual)
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## Codebase:
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- Git Repo: [Official repository](https://github.com/helinivan/multilingual-sarcasm-detector)
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