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

6 March 2024

Papers citing "Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations"

3 / 3 papers shown

Title
Label Convergence: Defining an Upper Performance Bound in Object Recognition through Contradictory Annotations David Tschirschwitz Volker Rodehorst 18 1 0 14 Sep 2024
Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators' Disagreement Elisa Leonardelli Stefano Menini Alessio Palmero Aprosio Marco Guerini Sara Tonelli 45 97 0 28 Sep 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016