activity
20232025
most citedCombining Knowledge Graphs and Large Language Models

11 citations · 15 across the 4 of their papers we have counts for

collaborators

5 papers

cs.AI2025

From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation

Ruiqing Ding, Qianfang Sun, Yongkang Leng +2

Pre-consultation is a critical component of effective healthcare delivery. However, generating comprehensive pre-consultation questionnaires from complex, voluminous Electronic Med…

cs.LG2024★ 3 cited

Evaluating the Performance of Large Language Models for SDG Mapping (Technical Report)

Hui Yin, Amir Aryani, Nakul Nambiar

The use of large language models (LLMs) is expanding rapidly, and open-source versions are becoming available, offering users safer and more adaptable options. These models enable…

cs.CL2024★ 11 cited

Combining Knowledge Graphs and Large Language Models

Amanda Kau, Xuzeng He, Aishwarya Nambissan +3

In recent years, Natural Language Processing (NLP) has played a significant role in various Artificial Intelligence (AI) applications such as chatbots, text generation, and languag…

cs.LG2024

A Rapid Review of Clustering Algorithms

Hui Yin, Amir Aryani, Stephen Petrie +3

Clustering algorithms aim to organize data into groups or clusters based on the inherent patterns and similarities within the data. They play an important role in today's life, suc…

cs.DL2023★ 1 cited

Leveraging Artificial Intelligence Technology for Mapping Research to Sustainable Development Goals: A Case Study

Hui Yin, Amir Aryani, Gavin Lambert +7

The number of publications related to the Sustainable Development Goals (SDGs) continues to grow. These publications cover a diverse spectrum of research, from humanities and socia…