3 papers
cs.CL2026
Automated evaluation of LLMs for effective machine translation of Mandarin Chinese to English
Yue Zhang, Rodney Beard, John Hawkins +1
Although Large Language Models (LLMs) have exceptional performance in machine translation, only a limited systematic assessment of translation quality has been done. The challenge…
cs.CL2025
Machine Learning for Detection and Analysis of Novel LLM Jailbreaks
John Hawkins, Aditya Pramar, Rodney Beard +1
Large Language Models (LLMs) suffer from a range of vulnerabilities that allow malicious users to solicit undesirable responses through manipulation of the input text. These so-cal…
cs.CL2024
Evaluation of Google Translate for Mandarin Chinese translation using sentiment and semantic analysis
Xuechun Wang, Rodney Beard, Rohitash Chandra
Machine translation using large language models (LLMs) is having a significant global impact, making communication easier. Mandarin Chinese is the official language used for commun…