Evaluation of GPT-3 for Anti-Cancer Drug Sensitivity Prediction

no code implementations • 18 Sep 2023 • Shaika Chowdhury, Sivaraman Rajaganapathy, Lichao Sun, James Cerhan, Nansu Zong

In this study, we investigated the potential of GPT-3 for the anti-cancer drug sensitivity prediction task using structured pharmacogenomics data across five tissue types and evaluated its performance with zero-shot prompting and fine-tuning paradigms.

Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN

no code implementations • 3 Feb 2023 • Ziyi Chen, Ren Yang, Sunyang Fu, Nansu Zong, Hongfang Liu, Ming Huang

In this work, we propose a hybrid deep learning model which combines a pretrained sentence BERT (SBERT) and convolutional neural network (CNN) to detect individuals with depression with their Reddit posts.

Sentence text-classification +1