Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models. - An Yan 003; Yu Wang 170; Yiwu Zhong; Zexue He; Petros Karypis; Zihan Wang 001; Chengyu Dong; Amilcare Gentili; Chun-Nan Hsu; Jingbo Shang; Julian J. McAuley (CoRR, 2023)

Fine-Tuning Language Models on Multiple Datasets for Citation Intention Classification. - Zeren Shui; Petros Karypis; Daniel S. Karls; Mingjian Wen; Saurav Manchanda; Ellad B. Tadmor; George Karypis (EMNLP (Findings), 2024)

Extending Input Contexts of Language Models through Training on Segmented Sequences. - Petros Karypis; Julian J. McAuley; George Karypis (NAACL-HLT (Findings), 2024)

SemPool: Simple, Robust, and Interpretable KG Pooling for Enhancing Language Models. - Costas Mavromatis; Petros Karypis; George Karypis (PKDD (4), 2024)

Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization. - Costas Mavromatis; Petros Karypis; George Karypis (CoRR, 2024)