Publications

2024

  1. NATURE
    Larger and More Instructable Language Models Become Less Reliable
    Lexin Zhou, Wout Schellaert, Fernando Martı́nez-Plumed, Yael Moros-Daval, Cèsar Ferri, and José Hernández-Orallo
    Nature, 2024
    PDF Code
  2. EMNLP
    An LLM Feature-based Framework for Dialogue Constructiveness Assessment
    Lexin Zhou, Youmna Farag, and Andreas Vlachos
    EMNLP, 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. 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