2 papers
cs.CL2025
What's the Best Way to Retrieve Slides? A Comparative Study of Multimodal, Caption-Based, and Hybrid Retrieval Techniques
Petros Stylianos Giouroukis, Dimitris Dimitriadis, Dimitrios Papadopoulos +2
Slide decks, serving as digital reports that bridge the gap between presentation slides and written documents, are a prevalent medium for conveying information in both academic and…
cs.CL2025
DUAL: Diversity and Uncertainty Active Learning for Text Summarization
Petros Stylianos Giouroukis, Alexios Gidiotis, Grigorios Tsoumakas
With the rise of large language models, neural text summarization has advanced significantly in recent years. However, even state-of-the-art models continue to rely heavily on high…