NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with . . . The results demonstrate that NeuralDB not only excels in editing efficacy, generalization, specificity, fluency, and consistency, but also preserves overall performance across six representative text understanding and generation tasks
[2010. 06973] Neural Databases - arXiv. org We describe NeuralDB, a database system with no pre-defined schema, in which updates and queries are given in natural language We develop query processing techniques that build on the primitives offered by the state of the art Natural Language Processing methods
NeuralDB README. md at main · facebookresearch NeuralDB The completed NeuralDB datasets can be downloaded here and are released under a CC BY-SA 3 0 license The dataset includes entity names from Wikidata which are released under a CC BY-SA 3 0 license