Construct · 1 fields · 1 citations

language models as knowledge bases: a standalone construct

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language modelsas knowledge bases1 CONSTRUCTLanguage models asPETRONI · NATURAL LANGUAGE

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Natural language processing

the idea that pretrained language models store relational facts that can be retrieved with cloze queries, without a structured knowledge base.

In natural language processing, language models as knowledge bases refers to the idea that pretrained language models store relational facts that can be retrieved with cloze queries, without a structured knowledge base. This meaning comes from Petroni (2019) in Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP).[1]

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Nearby constructs

base3 fields · 4 citationsjingle · one word, three constructscloze2 fields · 2 citationsinvariant · one construct, two systemsjoint2 fields · 2 citationsjingle · one word, two constructs

References

  1. Petroni, F., Rocktäschel, T., Riedel, S., Lewis, P., Bakhtin, A., Wu, Y., & Miller, A. (2019). Language Models as Knowledge Bases? Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). https://doi.org/10.18653/v1/d19-1250

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