Publications

Automating Map-Making through Enhanced Geographic Information Extraction Using Retrieval-Augmented Generation with Open-source Large Language Models

Currently Drafting

Comparative Analysis of BERT and GPT for Classifying Conflict News with Sudan Conflict as an Example

Preparing to Submit

Optimizing context-based location extraction by tuning open-source LLMs with RAG

IJDE International Journal of Digital Earth, 2025

Under Review