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Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets

Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets

10 October 2024
Tommaso Giorgi
Lorenzo Cima
T. Fagni
M. Avvenuti
S. Cresci
ArXivPDFHTML

Papers citing "Human and LLM Biases in Hate Speech Annotations: A Socio-Demographic Analysis of Annotators and Targets"

3 / 3 papers shown
Title
Unveiling the Capabilities of Large Language Models in Detecting Offensive Language with Annotation Disagreement
Unveiling the Capabilities of Large Language Models in Detecting Offensive Language with Annotation Disagreement
Junyu Lu
Kai Ma
Kaichun Wang
Kelaiti Xiao
Roy Ka-Wei Lee
Bo Xu
Liang Yang
Hongfei Lin
42
0
0
10 Feb 2025
Bias in Decision-Making for AI's Ethical Dilemmas: A Comparative Study of ChatGPT and Claude
Bias in Decision-Making for AI's Ethical Dilemmas: A Comparative Study of ChatGPT and Claude
Yile Yan
Y. X. Zhu
Wentao Xu
ELM
35
0
0
17 Jan 2025
Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR)
Correcting Annotator Bias in Training Data: Population-Aligned Instance Replication (PAIR)
Stephanie Eckman
Bolei Ma
Christoph Kern
Rob Chew
Barbara Plank
Frauke Kreuter
36
0
0
12 Jan 2025
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