Research

Our works include research on natural language processing, computer vision, multi-modal learning, knowledge representation, and healthcare informatics.

Our group has just been founded, so stay tuned to our work! The most recent publications of members in the group and our representative works are listed here.

Publications:

• Yamaguchi A, Villavicencio A, Aletras N. An Empirical Study on Cross-lingual Vocabulary Adaptation for Efficient Generative LLM Inference. arXiv preprint arXiv:2402.10712. 2024 Feb 16.

• Jin M, Yu Q, Zhang C, Shu D, Zhu S, Du M, Zhang Y, Meng Y. Health-LLM: Personalized Retrieval-Augmented Disease Prediction Model. arXiv preprint arXiv:2402.00746. 2024 Feb 1.

• Dong H, Chen J, He Y, Gao Y, Horrocks I. A Language Model based Framework for New Concept Placement in Ontologies. accepted for The Semantic Web: 21th International Conference, ESWC 2024. arXiv preprint arXiv:2402.17897. 2024 Feb 27.

• Falis M, Gema AP, Dong H, Daines L, Basetti S, Holder M, Penfold RS, Birch A, Alex B. Can GPT-3.5 Generate and Code Discharge Summaries?. arXiv preprint arXiv:2401.13512. 2024 Jan 24.

• Dong H, Falis M, Whiteley W, Alex B, Matterson J, Ji S, Chen J, Wu H. Automated clinical coding: what, why, and where we are?. NPJ digital medicine. 2022 Oct 22;5(1):159.