3 papers
cs.CL2024
Comparative Performance of Advanced NLP Models and LLMs in Multilingual Geo-Entity Detection
Kalin Kopanov
The integration of advanced Natural Language Processing (NLP) methodologies and Large Language Models (LLMs) has significantly enhanced the extraction and analysis of geospatial da…
cs.CR2024
A Multidisciplinary Approach to Telegram Data Analysis
Velizar Varbanov, Kalin Kopanov, Tatiana Atanasova
This paper presents a multidisciplinary approach to analyzing data from Telegram for early warning information regarding cyber threats. With the proliferation of hacktivist groups…
cs.CY2024
Leveraging Social Media Data and Artificial Intelligence for Improving Earthquake Response Efforts
Kalin Kopanov, Velizar Varbanov, Tatiana Atanasova
The integration of social media and artificial intelligence (AI) into disaster management, particularly for earthquake response, represents a profound evolution in emergency manage…