Verified Knowledge Extraction from Language Models: relations as operators, a graph as the gate, and three retracted results
TL;DR. We tried to read facts out of a language model and into a verified knowledge graph, with a rule that the model may only propose and the graph must independently confirm. The decoding works: attribute relations (a person's language, a place's continent) recover at up to 89.6% top-10 against...
Jul 291