Publications

Feel free to refer to my Curriculum Vitae for an up-to-date list.

2024

  1. In Press
    Scaled-up, Shaped-up, but Letting Down? Reliability Fluctuations of Large Language Model Families
    Lexin Zhou, Wout Schellaert, Fernando Martı́nez-Plumed, Yael Moros-Daval, Cèsar Ferri, and José Hernández-Orallo
    To Appear, 2024
  2. arXiv
    An LLM Feature-based Framework for Dialogue Constructiveness Assessment
    Lexin Zhou, Youmna Farag, and Andreas Vlachos
    Under Review, 2024
    PDF Code

2023

  1. arXiv
    Predictable Artificial Intelligence
    Lexin Zhou, Pablo A. Moreno-Casares, Fernando Martı́nez-Plumed, John Burden, Ryan Burnell, Lucy Cheke, and 9 more authors
    Under Review, 2023
    PDF

2022

  1. EBeM@IJCAI
    Reject Before You Run: Small Assessors Anticipate Big Language Models
    Lexin Zhou, Fernando Martı́nez-Plumed, José Hernández-Orallo, Cèsar Ferri, and Wout Schellaert
    In Workshop on AI Evaluation Beyond Metrics at IJCAI, 2022
    PDF
  2. EBeM@IJCAI
    A framework for Categorising AI Evaluation Instruments
    A Cohn, José Hernández-Orallo, Julius Sechang Mboli, Yael Moros-Daval, Zhiliang Xiang, and Lexin Zhou
    In Workshop on AI Evaluation Beyond Metrics at IJCAI, 2022
    PDF
  3. ISICEM
    Machine Learning Uncovers Blood Test Patterns Subphenotypes at Hospital Admission Discerning Increased 30-day ICU Mortality Rates in COVID-19 Elderly Patients
    Nekane Romero-Garcı́a, Lexin Zhou, Rafael Badenes, Teresa Garcia-Morales, Agustín Cámara, Francisco T García Ruiz, and 2 more authors
    42nd International Symposium on Intensive Care & Emergency Medicine, 2022
    PDF
  4. JMIR PHS
    Subphenotyping of Mexican patients with COVID-19 at preadmission to anticipate severity stratification: age-sex unbiased meta-clustering technique
    Lexin Zhou, Nekane Romero-Garcı́a, Juan Martı́nez-Miranda, J Alberto Conejero, Juan M Garcı́a-Gómez, and Carlos Sáez
    JMIR Public Health and Surveillance, 2022
    🏆 1st Impact Factor Prize PDF Code