Necessity and Sufficiency for Explaining Text Classifiers: A Case Study in Hate Speech Detection
Esma Balkır, Isar Nejadgholi, Kathleen Fraser, Svetlana Kiritchenko
2022Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies27 citationsDOIOpen Access PDF
Abstract
Esma Balkir, Isar Nejadgholi, Kathleen Fraser, Svetlana Kiritchenko. Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2022.
Topics & Concepts
Computer scienceComputational linguisticsVoice activity detectionArtificial intelligenceLinguisticsSpeech recognitionNatural language processingSpeech processingPhilosophyHate Speech and Cyberbullying DetectionExplainable Artificial Intelligence (XAI)Adversarial Robustness in Machine Learning