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 Proceedings of the 62nd An- nual Meeting of the Association for Compu- tational Linguistics (V olume 1: Long Papers) , pages 1280–1297, Bangkok, Thailand
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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.