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09/14/2023
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features
Recent advances in eXplainable AI (XAI) have provided new insights into ...
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06/14/2023
ITALIC: An Italian Intent Classification Dataset
Recent large-scale Spoken Language Understanding datasets focus predomin...
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03/17/2022
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
Natural Language Processing (NLP) models risk overfitting to specific te...
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08/17/2021
Identifying Biased Subgroups in Ranking and Classification
When analyzing the behavior of machine learning algorithms, it is import...
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07/18/2019
Automating concept-drift detection by self-evaluating predictive model degradation
A key aspect of automating predictive machine learning entails the capab...
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05/10/2018