LMEnt is an open suite of entity-annotated Wikipedia data, 12 pretrained LMs, and an entity-QID retrieval index that substantially outperforms string-based search and enables per-step knowledge attribution.
In Findings of the Association for Com- putational Linguistics: ACL 2022 , pages 1720– 1732, Dublin, Ireland
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LMEnt: A Suite for Analyzing Knowledge in Language Models from Pretraining Data to Representations
LMEnt is an open suite of entity-annotated Wikipedia data, 12 pretrained LMs, and an entity-QID retrieval index that substantially outperforms string-based search and enables per-step knowledge attribution.