4 citations · 4 across the 4 of their papers we have counts for
5 papers
SeLMRoute: Probabilistic Semantic Evidence for Large Language Model Routing
Vasilis Perifanis, Nikolaos Pavlidis, Symeon Symeonidis
Large language model (LLM) routing aims to select the most suitable model for each incoming query. Most existing routers learn this decision directly from query embeddings, model r…
Large Language Models as Universal Predictors? An Empirical Study on Small Tabular Datasets
Nikolaos Pavlidis, Vasilis Perifanis, Symeon Symeonidis +1
Large Language Models (LLMs), originally developed for natural language processing (NLP), have demonstrated the potential to generalize across modalities and domains. With their in…
ASPIRE: Assistive System for Performance Evaluation in IR
Georgios Peikos, Wojciech Kusa, Symeon Symeonidis
Information Retrieval (IR) evaluation involves far more complexity than merely presenting performance measures in a table. Researchers often need to compare multiple models across…
Utilizing ChatGPT to Enhance Clinical Trial Enrollment
Georgios Peikos, Symeon Symeonidis, Pranav Kasela +1
Clinical trials are a critical component of evaluating the effectiveness of new medical interventions and driving advancements in medical research. Therefore, timely enrollment of…
DUTH at SemEval-2020 Task 11: BERT with Entity Mapping for Propaganda Classification
Anastasios Bairaktaris, Symeon Symeonidis, Avi Arampatzis
This report describes the methods employed by the Democritus University of Thrace (DUTH) team for participating in SemEval-2020 Task 11: Detection of Propaganda Techniques in News…