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captum repositories
transformers-interpret
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Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.
thermostat
141
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Collection of NLP model explanations and accompanying analysis tools
ALPS_2021
57
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7
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XAI Tutorial for the Explainable AI track in the ALPS winter school 2021
interpret-flair
22
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2
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A small repository to test Captum Explainable AI with a trained Flair transformers-based text classifier.
Model-Interpretation
38
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13
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Overview of different model interpretability libraries.
inseq
321
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35
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Interpretability for sequence generation models 🐛 🔍
hate-speech-detection-survey
20
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Trained Neural Networks (LSTM, HybridCNN/LSTM, PyramidCNN, Transformers, etc.) & comparison for the task of Hate Speech Detection on the OLID Dataset (Tweets).