Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection
Alan Ramponi, Sara Tonelli
2022Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies19 citationsDOIOpen Access PDF
Abstract
Warning: this paper contains content that may be offensive or upsetting.
Topics & Concepts
Spurious relationshipRobustness (evolution)Computer scienceVoice activity detectionSpeech recognitionArtificial intelligenceMachine learningNatural language processingSpeech processingGeneChemistryBiochemistryHate Speech and Cyberbullying DetectionAdversarial Robustness in Machine Learning