Wang et al. (2023)

Self-Knowledge Guided Retrieval Augmentation for Large Language Models

Findings of the Association for Computational Linguistics: EMNLP 2023, 10303-10315

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DOI

Reference

Wang, Y., Li, P., Sun, M., & Liu, Y. (2023). Self-Knowledge Guided Retrieval Augmentation for Large Language Models. Findings of the Association for Computational Linguistics: EMNLP 2023, 10303-10315. https://doi.org/10.18653/v1/2023.findings-emnlp.691

What Rests on This

1 mechanism cites this source. Each finding below is quoted as it appears on that mechanism's own page.

Feeling of Knowing Metacognition

Measured in AI

For saved or retrieved memory, systems use a model's sense of what it already knows to decide when to look information up in an external store, but they are scored on final question-answering accuracy, not on how well that sense predicts later recognition