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cs.CL2026
Can LLMs Capture Expert Uncertainty? A Comparative Analysis of Value Alignment in Ethnographic Qualitative Research
Arina Kostina, Marios Dikaiakos, Alejandro Porcel +1
Qualitative analysis of open-ended interviews plays a central role in ethnographic and economic research by uncovering individuals' values, motivations, and culturally embedded fin…
cs.CL2025
Probing the Subtle Ideological Manipulation of Large Language Models
Demetris Paschalides, George Pallis, Marios D. Dikaiakos
Large Language Models (LLMs) have transformed natural language processing, but concerns have emerged about their susceptibility to ideological manipulation, particularly in politic…
cs.CL2025
Large Language Models For Text Classification: Case Study And Comprehensive Review
Arina Kostina, Marios D. Dikaiakos, Dimosthenis Stefanidis +1
Unlocking the potential of Large Language Models (LLMs) in data classification represents a promising frontier in natural language processing. In this work, we evaluate the perform…