Source Themes

EVEDIT: Event-based Knowledge Editing with Deductive Editing Boundaries
Counterfactual triple-based knowledge editing is subject to logical fallacies due to a lack of deduction anchors. We fix it by introducing EVent-based Editing.
Pengfei Yu, Jiateng Liu, Pengfei Yu,, Yuji Zhang, Sha Li, Zixuan Zhang, Heng Ji
PDF Code Dataset Poster Video Source Document arxiv
Information Association for Language Model Updating by Mitigating LM-Logical Discrepancy
Language modeling doesn’t imply information modeling. Optimzing LM probabilities is not enough to keep LLMs updated.
Pengfei Yu, Heng Ji
PDF Code Dataset Poster Video Source Document arxiv