monologg/GoEmotions-pytorch
Pytorch Implementation of GoEmotions 😍😢😱
Implements multi-label emotion classification on 58K Reddit comments using BERT-base-cased fine-tuning with Hugging Face Transformers, supporting three taxonomy variants: 28 fine-grained emotions, hierarchical grouping (positive/negative/ambiguous), and Ekman's basic emotions. Includes a custom `MultiLabelPipeline` for inference with configurable confidence thresholds, plus pre-trained model checkpoints hosted on Hugging Face Hub for immediate inference without retraining.
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Language
Python
License
Apache-2.0
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Last pushed
Jun 12, 2023
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