Fetching the paper…
Reading the bibliography…
In this research, we introduce BEATS, a novel framework for evaluating Bias, Ethics, Fairness, and Factuality in Large Language Models (LLMs).
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi, Fred Morstatter, Nripsuta Saxena, Kristina Lerman, and Aram Galstyan · 1908
Earlier work this paper cites.
Equal credit opportunity act (ecoa), 1974
United States Congress · 1974
Earlier work this paper cites.
The Basel Committee on Banking Supervision: A History of the Early Years, 1974–1997
C. Goodhart · 2011
Earlier work this paper cites.
Supervisory guidance on model risk management, 2011
Office of the Comptroller of the Currency · 2011
Earlier work this paper cites.
Man is to computer programmer as woman is to homemaker? debiasing word embeddings, 2016
Tolga Bolukbasi, Kai-Wei Chang, James Zou, Venkatesh Saligrama, and Adam Kalai · 2016
Earlier work this paper cites.
Ethical Principles in Machine Learning and Artificial Intelligence: Cases from the Field and Possible Ways Forward
S. Lo Piano · 2020
Earlier work this paper cites.
On the dangers of stochastic parrots: Can language models be too big?
E. M. Bender, T. Gebru, A. McMillan-Major, and S. Shmitchell · 2021
Earlier work this paper cites.
Algorithmic Fairness: Choices, Assumptions, and Definitions
Shira Mitchell, Eric Potash, Solon Barocas, Alexander D’Amour, and Kristian Lum · 2021
Earlier work this paper cites.
BBQ: A Hand-Built Bias Benchmark for Question Answering
Alicia Parrish, Angelica Chen, Nikita Nangia, Vishakh Padmakumar, Jason Phang, Jana Thompson, Phu Mon Htut, and Samuel R. Bowman · 2022
Earlier work this paper cites.
Ethical Considerations in AI: Addressing Bias and Fairness in Machine Learning Models
S. Venkatasubbu and G. Krishnamoorthy · 2022
Earlier work this paper cites.
About sqlite, Oct. 2023
SQLite Project · 2023
Earlier work this paper cites.
Judging llm-as-a-judge with mt-bench and chatbot arena, 2023
Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric P. Xing, Hao Zhang, Joseph E. Gonzalez, and Ion Stoica · 2023
Earlier work this paper cites.
Introducing Claude
Anthropic · 2023
Cited alongside, same era.
Mistral 7B: A 7-billion-parameter Language Model for Superior Performance and Efficiency
A. Q. Jiang, A. Sablayrolles, A. Mensch, C. Bamford, D. S. Chaplot, D. de las Casas, F. Bressand, G. Lengyel, G. Lample, L. Saulnier, et al · 2023
Cited alongside, same era.
LLaMA: Open and Efficient Foundation Language Models
H. Touvron, T. Lavril, G. Izacard, X. Martinet, M.-A. Lachaux, T. Lacroix, B. Rozière, N. Goyal, E. Hambro, F. Azhar, A. Rodriguez, A. Joulin, E. Grave, and G. Lample · 2023
Cited alongside, same era.
S. Chiesurin, D. Dimakopoulos, M. A. Sobrevilla Cabezudo, A. Eshghi, I. Papaioannou, V. Rieser, and I. Konstas · 2023
Cited alongside, same era.
Ethics guidelines for trustworthy ai, 2024
European Commission · 2024
Later among the works it cites.
Iron man, wikipedia, the free encyclopedia
Wikipedia contributors · 2025
Closest in time.
J.a.r.v.i.s., wikipedia, the free encyclopedia
Wikipedia contributors · 2025
Closest in time.
Interstellar (film), wikipedia, the free encyclopedia
Wikipedia contributors · 2025
Closest in time.
Tars - interstellar film wiki
Interstellar Film Fandom · 2025
Closest in time.
Mece principle, wikipedia, the free encyclopedia
Wikipedia contributors · 2025
Closest in time.
Exploratory data analysis, wikipedia, the free encyclopedia
Wikipedia contributors · 2025
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, and Illia Polosukhin · 2023
Cited alongside, same era.
Data Ethics in AI: Addressing Challenges in Machine Learning and Data Governance for Responsible Data Science
S. T. Boppiniti · 2023
Cited alongside, same era.
Bias and fairness in large language models: A survey
Emily Sheng, Dallas Card, Kai-Wei Chang, Prem Natarajan, and William Yang Wang · 2024
Cited alongside, same era.
OpenAI 2023 · 2024
Cited alongside, same era.
Claude 3.5 Sonnet
Anthropic · 2024
Cited alongside, same era.
Gemma: Open Models Based on Gemini Research and Technology
T. Mesnard, C. Hardin, R. Dadashi, S. Bhupatiraju, S. Pathak, L. Sifre, M. Rivière, M. S. Kale, J. Love, P. Tafti, et al · 2024
Cited alongside, same era.
Justice or prejudice? quantifying biases in llm-as-a-judge, 2024
Jiayi Ye, Yanbo Wang, Yue Huang, Dongping Chen, Qihui Zhang, Nuno Moniz, Tian Gao, Werner Geyer, Chao Huang, Pin-Yu Chen, Nitesh V Chawla, and Xiangliang Zhang · 2024
Cited alongside, same era.
Eu artificial intelligence act, 2024
European Union · 2024
Cited alongside, same era.
Closest in time.
one-million-reddit-questions
SocialGrep Hugging Face contributor · 2025
Closest in time.
Json, wikipedia, the free encyclopedia
Wikipedia contributors · 2025
Closest in time.
Google halts ai tool’s ability to produce images of people after backlash
Catherine Thorbecke and Clare Duffy and CNN · 2025
Closest in time.
Analysis of variance, wikipedia, the free encyclopedia
Wikipedia contributors · 2025
Closest in time.