John Pavlopoulos

Springer Nature Publications

• Article

  Mind the gap: from plausible to valid self-explanations in large language models

  • Korbinian Randl
  • John Pavlopoulos
  • Tony Lindgren

   in Machine Learning

  27 August 2025 Open Access

  
• Article

  Contextualizing ancient texts with generative neural networks

  • Yannis Assael
  • Thea Sommerschield
  • Shakir Mohamed

   in Nature

  23 July 2025 Open Access

  
• Conference paper

  Revisiting Silhouette Aggregation

  • John Pavlopoulos
  • Georgios Vardakas
  • Aristidis Likas

   in Discovery Science

  1 January 2025

  
• Conference paper

  Evaluating the Reliability of Self-explanations in Large Language Models

  • Korbinian Randl
  • John Pavlopoulos
  • Tony Lindgren

   in Discovery Science

  1 January 2025

  
• Article

  Explainable dating of greek papyri images

  • John Pavlopoulos
  • Maria Konstantinidou
  • Aristidis Likas

   in Machine Learning

  11 July 2024 Open Access

  
• Conference paper

  A New Framework for Error Analysis in Computational Paleographic Dating of Greek Papyri

  • Giuseppe De Gregorio
  • Lavinia Ferretti
  • John Pavlopoulos

   in Document Analysis and Recognition – ICDAR 2024 Workshops

  1 January 2024

  
• Article

  Automotive fault nowcasting with machine learning and natural language processing

  • John Pavlopoulos
  • Alv Romell
  • Korbinian Randl

   in Machine Learning

  2 October 2023 Open Access

  
• Conference paper

  Explaining the Chronological Attribution of Greek Papyri Images

  • John Pavlopoulos
  • Maria Konstantinidou
  • Holger Essler

   in Discovery Science

  1 January 2023

  
• Conference paper

  Leveraging the Spatiotemporal Analysis of Meisho-e Landscapes

  • Konstantina Liagkou
  • John Pavlopoulos
  • Ewa Machotka

   in Discovery Science

  1 January 2023

  
• Article

  Distance from Unimodality for the Assessment of Opinion Polarization

  • John Pavlopoulos
  • Aristidis Likas

   in Cognitive Computation

  29 December 2022 Open Access

  
• Article

  Computational authorship analysis of the homeric poems

  • John Pavlopoulos
  • Maria Konstantinidou

   in International Journal of Digital Humanities

  12 July 2022 Open Access

  
• Article

  Diagnostic captioning: a survey

  • John Pavlopoulos
  • Vasiliki Kougia
  • Dimitris Papamichail

   in Knowledge and Information Systems

  16 June 2022 Open Access

  
• Article

  Restoring and attributing ancient texts using deep neural networks

  • Yannis Assael
  • Thea Sommerschield
  • Nando de Freitas

   in Nature

  9 March 2022 Open Access

  
• Conference paper

  Customized Neural Predictive Medical Text: A Use-Case on Caregivers

  • John Pavlopoulos
  • Panagiotis Papapetrou

   in Artificial Intelligence in Medicine

  1 January 2021

  
• Conference paper

  Medical Image Tagging by Deep Learning and Retrieval

  • Vasiliki Kougia
  • John Pavlopoulos
  • Ion Androutsopoulos

   in Experimental IR Meets Multilinguality, Multimodality, and Interaction

  1 January 2020

  
• Article

  An overview of the BIOASQ large-scale biomedical semantic indexing and question answering competition

  • George Tsatsaronis
  • Georgios Balikas
  • Georgios Paliouras

   in BMC Bioinformatics

  30 April 2015 Open Access

  
• Conference paper

  Learning Vague Knowledge from Socially Generated Content in an Enterprise Framework

  • Panos Alexopoulos
  • John Pavlopoulos
  • Phivos Mylonas

   in Artificial Intelligence Applications and Innovations

  1 January 2012

  
• Conference paper

  A Framework for Web Page Rank Prediction

  • Elli Voudigari
  • John Pavlopoulos
  • Michalis Vazirgiannis

   in Artificial Intelligence Applications and Innovations

  1 January 2011

  
• Conference paper

  The Development of a Self-assessment System for the Learners Answers with the Use of GPNN

  • John Pavlopoulos
  • John Vrettaros
  • Athanasios S. Drigas

   in Emerging Technologies and Information Systems for the Knowledge Society

  1 January 2008