Don’t Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations

Don’t Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations Abhishek Anand author Negar Mokhberian author Prathyusha Kumar author Anweasha Saha author Zihao He author Ashwin Rao author Fred Morstatter author Kristina Lerman author 2024-03 text Proceedings of the 1st Workshop on Uncertainty-Aware NLP (UncertaiNLP 2024) Raúl Vázquez editor Hande Celikkanat editor Dennis Ulmer editor Jörg Tiedemann editor Swabha Swayamdipta editor Wilker Aziz editor Barbara Plank editor Joris Baan editor Marie-Catherine de Marneffe editor Association for Computational Linguistics St Julians, Malta conference publication anand-etal-2024-dont 10.18653/v1/2024.uncertainlp-1.11 https://aclanthology.org/2024.uncertainlp-1.11/ 2024-03 102 113