Timothy Hospedales

Semantic retrieval falters on semi-structured data, but DualGraph's hybrid approach unlocks more accurate question answering by fusing semantic and symbolic knowledge graphs.

Classifiers can be made substantially more reliable by jointly considering out-of-distribution detection and in-distribution failure prediction, a connection often overlooked in prior work.