8 citations · 9 across the 9 of their papers we have counts for
6 papers · 1 filter
VietBinoculars: A Zero-Shot Approach for Detecting Vietnamese LLM-Generated Text
Trieu Hai Nguyen, Sivaswamy Akilesh
The rapid proliferation of Large Language Models has intensified the challenge of distinguishing LLM-generated text from human writing in non-English languages. This study introduc…
Distribution Matching via Generalized Consistency Models
Sagar Shrestha, Rajesh Shrestha, Tri Nguyen +1
Recent advancement in generative models have demonstrated remarkable performance across various data modalities. Beyond their typical use in data synthesis, these models play a cru…
LLM-as-a-Fuzzy-Judge: Fine-Tuning Large Language Models as a Clinical Evaluation Judge with Fuzzy Logic
Weibing Zheng, Laurah Turner, Jess Kropczynski +3
Clinical communication skills are critical in medical education, and practicing and assessing clinical communication skills on a scale is challenging. Although LLM-powered clinical…
Jailbreak Detection in Clinical Training LLMs Using Feature-Based Predictive Models
Tri Nguyen, Lohith Srikanth Pentapalli, Magnus Sieverding +11
Jailbreaking in Large Language Models (LLMs) threatens their safe use in sensitive domains like education by allowing users to bypass ethical safeguards. This study focuses on dete…
Fuzzy Logic -- Based Scheduling System for Part-Time Workforce
Tri Nguyen, Kelly Cohen
This paper explores the application of genetic fuzzy systems to efficiently generate schedules for a team of part-time student workers at a university. Given the preferred number o…
Momentum Contrastive Learning with Enhanced Negative Sampling and Hard Negative Filtering
Duy Hoang, Huy Ngo, Khoi Pham +3
Contrastive learning has become pivotal in unsupervised representation learning, with frameworks like Momentum Contrast (MoCo) effectively utilizing large negative sample sets to e…