Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?
Authors: Yanbo Wang, Jiyang Guan, Jian Liang, Ran He | Published: 2025-04-14
Bias in Training Data
DefAn: Definitive Answer Dataset for LLMs Hallucination Evaluation
Authors: A B M Ashikur Rahman, Saeed Anwar, Muhammad Usman, Ajmal Mian | Published: 2024-06-13
The Reversal Curse: LLMs trained on “A is B” fail to learn “B is A”
Authors: Lukas Berglund, Meg Tong, Max Kaufmann, Mikita Balesni, Asa Cooper Stickland, Tomasz Korbak, Owain Evans | Published: 2023-09-21 | Updated: 2024-05-26
Algorithmic Bias in Recidivism Prediction: A Causal Perspective
Authors: Aria Khademi, Vasant Honavar | Published: 2019-11-24
No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World
Authors: Shreya Shankar, Yoni Halpern, Eric Breck, James Atwood, Jimbo Wilson, D. Sculley | Published: 2017-11-22
Predicting Exploitation of Disclosed Software Vulnerabilities Using Open-source Data
Authors: Benjamin L. Bullough, Anna K. Yanchenko, Christopher L. Smith, Joseph R. Zipkin | Published: 2017-07-25
Optimized Data Pre-Processing for Discrimination Prevention
Authors: Flavio P. Calmon, Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney | Published: 2017-04-11