Petros Karypis

According to our database, Petros Karypis authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization.

Costas Mavromatis, Petros Karypis, George Karypis

CoRR, 2024

SemPool: Simple, Robust, and Interpretable KG Pooling for Enhancing Language Models.

Costas Mavromatis, Petros Karypis, George Karypis

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2024

Extending Input Contexts of Language Models through Training on Segmented Sequences.

Petros Karypis, Julian J. McAuley, George Karypis

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

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

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models.

An Yan, Yu Wang, Yiwu Zhong, Zexue He, Petros Karypis, Zihan Wang, Chengyu Dong, Amilcare Gentili, Chun-Nan Hsu, Jingbo Shang, Julian J. McAuley

CoRR, 2023