Natural language inference for curation of structured clinical registries from unstructured text
Sign Up to like & getrecommendations! Published in 2021 at "Journal of the American Medical Informatics Association : JAMIA"
DOI: 10.1093/jamia/ocab243
Abstract: OBJECTIVE Clinical registries-structured databases of demographic, diagnosis, and treatment information-play vital roles in retrospective studies, operational planning, and assessment of patient eligibility for research, including clinical trials. Registry curation, a manual and time-intensive process, is… read more here.
Keywords: natural language; language inference; clinical registries; oncology ... See more keywords
The geometry of meaning: evaluating sentence embeddings from diverse transformer-based models for natural language inference
Sign Up to like & getrecommendations! Published in 2025 at "PeerJ Computer Science"
DOI: 10.7717/peerj-cs.2957
Abstract: Natural language inference (NLI) is a fundamental task in natural language processing that focuses on determining the relationship between pairs of sentences. In this article, we present a simple and straightforward approach to evaluate the… read more here.
Keywords: natural language; language inference; language; sentence ... See more keywords