24 citations · 30 across the 9 of their papers we have counts for
5 papers · 1 filter
Harnessing Collective Intelligence of LLMs for Robust Biomedical QA: A Multi-Model Approach
Dimitra Panou, Alexandros C. Dimopoulos, Manolis Koubarakis +1
Biomedical text mining and question-answering are essential yet highly demanding tasks, particularly in the face of the exponential growth of biomedical literature. In this work, w…
Transformer-based Language Models for Reasoning in the Description Logic ALCQ
Angelos Poulis, Eleni Tsalapati, Manolis Koubarakis
Recent advancements in transformer-based language models have sparked research into their logical reasoning capabilities. Most of the benchmarks used to evaluate these models are s…
The Large Language Model GreekLegalRoBERTa
Vasileios Saketos, Despina-Athanasia Pantazi, Manolis Koubarakis
We develop four versions of GreekLegalRoBERTa, which are four large language models trained on Greek legal and nonlegal text. We show that our models surpass the performance of Gre…
Transformers in the Service of Description Logic-based Contexts
Angelos Poulis, Eleni Tsalapati, Manolis Koubarakis
Recent advancements in transformer-based models have initiated research interests in investigating their ability to learn to perform reasoning tasks. However, most of the contexts…
Multi-granular Legal Topic Classification on Greek Legislation
Christos Papaloukas, Ilias Chalkidis, Konstantinos Athinaios +2
In this work, we study the task of classifying legal texts written in the Greek language. We introduce and make publicly available a novel dataset based on Greek legislation, consi…