3 papers
cs.CL2026
Inducing Epistemological Humility in Large Language Models: A Targeted SFT Approach to Reducing Hallucination
Cem Uluoglakci, Tugba Taskaya Temizel
Large language models (LLMs) often hallucinate, producing fluent but false information, partly because supervised fine-tuning (SFT) implicitly rewards always responding. We introdu…
cs.LG2019
CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting
Ali Mert Ertugrul, Yu-Ru Lin, Tugba Taskaya-Temizel
Opioid overdose is a growing public health crisis in the United States. This crisis, recognized as "opioid epidemic," has widespread societal consequences including the degradation…
cs.CV2018
The Effects of JPEG and JPEG2000 Compression on Attacks using Adversarial Examples
Ayse Elvan Aydemir, Alptekin Temizel, Tugba Taskaya Temizel
Adversarial examples are known to have a negative effect on the performance of classifiers which have otherwise good performance on undisturbed images. These examples are generated…