Chern, Bobbie

1. The Llama 3 Herd of Models
   2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 4549 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
   2024/10/23 by Samuele Poppi, Poppi, Samuele, Zheng-Xin Yong +11 · 11 citations
   Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Web Application Security Vulnerabilities
3. Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production Systems
   2021/03/10 by Bakalar, Chloé, Barreto, Renata, Bergman, Stevie +13 · 2 citations
   #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Adaptive Sampling Strategies to Construct Equitable Training Datasets
   2022/01/31 by William Cai, Ro Encarnación, Cai, William +11 · 2 citations
   Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Privacy-Preserving Technologies in Data
5. Detecting Prefix Bias in LLM-based Reward Models
   2025/05/13 by Kumar, Ashwin, He, Yuzi, Markosyan, Aram H. +2 · 3 citations
   Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Ethics and Social Impacts of AI
6. Mitigating the Impact of Labeling Errors on Training via Rockafellian Relaxation
   2024/05/30 by Louis L. Chen, Chen, Louis L., Bobbie Chern +7 · 1 citation
   Engineering · Medicine · Psychology · #Ergonomics and Human Factors #FOS: Computer and information sciences #Human Resource Development and Performance Evaluation #Machine Learning (cs.LG) #Musculoskeletal pain and rehabilitation