A Comprehensive Survey of Bias in LLMs: Current Landscape and Future
Directions

A Comprehensive Survey of Bias in LLMs: Current Landscape and Future Directions

24 September 2024

Surya Narayan Singh

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Papers citing "A Comprehensive Survey of Bias in LLMs: Current Landscape and Future Directions"

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Title
Breaking Bias, Building Bridges: Evaluation and Mitigation of Social Biases in LLMs via Contact Hypothesis Chahat Raj A. Mukherjee Aylin Caliskan Antonios Anastasopoulos Ziwei Zhu 62 14 0 02 Jul 2024
LangBiTe: A Platform for Testing Bias in Large Language Models Sergio Morales Robert Clarisó Jordi Cabot 38 2 0 29 Apr 2024
Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models Smriti Singh Shuvam Keshari Vinija Jain Aman Chadha 29 2 0 16 Feb 2024
Large Language Model (LLM) Bias Index -- LLMBI Abiodun Finbarrs Oketunji Muhammad Anas Deepthi Saina 59 12 0 22 Dec 2023
Bias Testing and Mitigation in LLM-based Code Generation Dong Huang Qingwen Bu Jie M. Zhang Xiaofei Xie Junjie Chen Heming Cui 97 27 0 03 Sep 2023
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 895 42,463 0 28 May 2020
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018