Towards Trustworthy AI: A Review of Ethical and Robust Large Language
Models

Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models

1 June 2024

Meftahul Ferdaus

Mahdi Abdelguerfi

Kendall N. Niles

Papers citing "Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models"

15 / 15 papers shown

Title
From Prohibition to Adoption: How Hong Kong Universities Are Navigating ChatGPT in Academic Workflows Junjun Huang Jifan Wu Qing Wang Kemeng Yuan Jiefeng Li Di Lu 21 0 0 02 Oct 2024
When Large Language Models Meet Vector Databases: A Survey Zhi Jing Yongye Su Yikun Han Bo Yuan Haiyun Xu Chunjiang Liu Kehai Chen Min Zhang 44 32 0 30 Jan 2024
The Typing Cure: Experiences with Large Language Model Chatbots for Mental Health Support Inhwa Song Sachin R. Pendse Neha Kumar Munmun De Choudhury AI4MH 33 15 0 25 Jan 2024
"The teachers are confused as well": A Multiple-Stakeholder Ethics Discussion on Large Language Models in Computing Education Kyrie Zhixuan Zhou Zachary Kilhoffer M. Sanfilippo Ted Underwood Ece Gumusel Mengyi Wei Abhinav Choudhry Jinjun Xiong 34 11 0 23 Jan 2024
Supervised Fine-tuning in turn Improves Visual Foundation Models Xiaohu Jiang Yixiao Ge Yuying Ge Dachuan Shi Chun Yuan Ying Shan VLM CLIP 32 8 0 18 Jan 2024
Challenges of Large Language Models for Mental Health Counseling N. C. Chung George C. Dyer L. Brocki LM&MA AI4MH 50 7 0 23 Nov 2023
Energy and Carbon Considerations of Fine-Tuning BERT Xiaorong Wang Clara Na Emma Strubell Sorelle A. Friedler Sasha Luccioni 21 10 0 17 Nov 2023
Bias of AI-Generated Content: An Examination of News Produced by Large Language Models Xiao Fang Shangkun Che Minjia Mao Hongzhe Zhang Ming Zhao Xiaohang Zhao 33 17 0 18 Sep 2023
How Far Can It Go?: On Intrinsic Gender Bias Mitigation for Text Classification E. Tokpo Pieter Delobelle Bettina Berendt T. Calders 27 6 0 30 Jan 2023
FATE in AI: Towards Algorithmic Inclusivity and Accessibility Isa Inuwa-Dutse 24 3 0 03 Jan 2023
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 216 327 0 23 Aug 2022
Trustworthy Graph Neural Networks: Aspects, Methods and Trends He Zhang Bang Wu Xingliang Yuan Shirui Pan Hanghang Tong Jian Pei 36 98 0 16 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,261 0 28 Jan 2022
Towards an Ethical Framework in the Complex Digital Era D. Pastor-Escuredo Ricardo Vinuesa 21 11 0 19 Oct 2020
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 189 730 0 13 Dec 2018