Articles producció científicaEnginyeria Informàtica i Matemàtiques

Unlearning in Large Language Models: We Are Not There Yet

  • Identification data

    Identifier:  imarina:9432952
    Authors:  Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Jebreel, Najeeb Moharram; Manzanares-Salor, Benet; Sanchez, David
    Abstract:
    The massive adoption of large language models has prompted concerns about how to align them with human ethics and the rule of law. Digital forgetting of undesirable knowledge via machine unlearning is a promising strategy we survey here.
  • Others:

    Link to the original source: https://ieeexplore.ieee.org/document/10834279
    APA: Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Jebreel, Najeeb Moharram; Manzanares-Salor, Benet; Sanchez, David (2025). Unlearning in Large Language Models: We Are Not There Yet. Computer, 58(1), 97-100. DOI: 10.1109/mc.2024.3468588
    Paper original source: Computer. 58 (1): 97-100
    Article's DOI: 10.1109/mc.2024.3468588
    Journal publication year: 2025
    Entity: Universitat Rovira i Virgili
    Paper version: info:eu-repo/semantics/acceptedVersion
    Record's date: 2025-02-08
    URV's Author/s: Blanco Justicia, Alberto / Domingo Ferrer, Josep / Jebreel, Najeeb Moharram Salim / Manzanares Salor, Benet / Sánchez Ruenes, David
    Department: Enginyeria Informàtica i Matemàtiques
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Publication Type: Journal Publications
    Author, as appears in the article.: Blanco-Justicia, Alberto; Domingo-Ferrer, Josep; Jebreel, Najeeb Moharram; Manzanares-Salor, Benet; Sanchez, David
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Thematic Areas: Ciência da computação, Computer science (all), Computer science (miscellaneous), Computer science, hardware & architecture, Computer science, software engineering, Computer science, software, graphics, programming, Engenharias iv, General computer science, Software
    Author's mail: josep.domingo@urv.cat, david.sanchez@urv.cat, najeeb.jebreel@urv.cat, alberto.blanco@urv.cat, benet.manzanares@urv.cat, najeeb.jebreel@urv.cat
  • Keywords:

    Reduced inequalities
    Computer Science (Miscellaneous)
    Computer Science
    Hardware & Architecture
    Software Engineering
    Software
    Graphics
    Programming
    Ciência da computação
    Computer science (all)
    Engenharias iv
    General computer science
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