Bias Mitigation: Research Area — Prolific Citations Library

Discover 2 peer-reviewed studies in Bias Mitigation (2024). Explore research findings powered by Prolific's diverse participant panel.

This page lists 2 peer-reviewed papers in the research area of Bias Mitigation in the Prolific Citations Library, a curated collection of research powered by high-quality human data from Prolific.

Papers (2 of 2)

Does Differential Privacy Impact Bias in Pretrained NLP Models?

Authors: Md. Khairul Islam1, Andrew Wang1, Tianhao Wang1, Yangfeng Ji1, Judy Fox 1, Jieyu Zhao2

Year: 2024

Published in: ArXiv

Institution: University of Virginia

Research Area: Differential Privacy, Bias Mitigation, LLM, Natural Language Processing (NLP), AI Bias

Discipline: Artificial Intelligence, Natural Language Processing
Mitigating Bias in Reinforcement Learning from Human Feedback for Large Language Models

Authors: C Ravulu, R Sarabu, M Suryadevara

Year: 2024

Published in: ... Conference on AI x ..., 2024 - ieeexplore.ieee.org

Institution: International Institute of Information Technology, University of California Santa Cruz, University of South Carolina Aiken

Research Area: Reinforcement Learning from Human Feedback (RLHF), Bias Mitigation, LLM, AI Bias

Discipline: Artificial Intelligence

DOI: https://ieeexplore.ieee.org/abstract/document/10990073/