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Author

Marius Mosbach

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#natural language process... Sep 2025

LMEnt: A Suite for Analyzing Knowledge in Language Models from Pretraining Data to Representations

LMEnt is released to support studies of knowledge in LMs, including knowledge representations, plasticity, editing, attribution, hallucinations, and learning dynamics, finding that entity co-occurrence and mention forms-which are difficult to study with existing tools-affect learning trends.

Daniela Gottesman, Alon Gilae-Dotan, Ido Cohen et al. · 2 citations
Open access 2026

LMEnt: A Suite for Analyzing Knowledge in Language Models from Pretraining Data to Representations

LMEnt is released to support studies of knowledge in LMs, including knowledge representations, plasticity, editing, attribution, hallucinations, and learning dynamics, finding that entity co-occurrence and mention forms—which are difficult to study with existing tools—affect learning trends.

Daniela Gottesman, Alon Gilaie-Dotan, Ido Cohen et al. · 0 citations

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