Papers by Andrea Sgobbi

    1 papers
    Do Generalisation Results Generalise? (2026.findings-acl)

    Copied to clipboard

    Challenge: Existing studies evaluating generalisation performance on large language models focuses on a single out-of-distribution dataset .
    Approach: They examine whether OOD generalisation results generalise across multiple OOD testsets throughout a finetuning run and then evaluate the partial correlation of results .
    Outcome: The proposed model achieves high scores on multiple OOD testsets, regressing out in-domain performance.

    What is GenGO?

    GenGO is an NLP powered publication search system. It currenctly indexes 30k+ papers from ACL Anthology, and implements multi-aspect summarization, semantic search, and more!

    Information

    About
    Limitations