Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
Year of publication
2025
Authors
Nikitin, Alexander; Kossen, Jannik ; Gal, Yarin; Marttinen, Pekka
Organizations and authors
Publication type
Publication format
Article
Parent publication type
Conference
Article type
Other article
Audience
ScientificPeer-reviewed
Peer-ReviewedMINEDU's publication type classification code
A4 Article in conference proceedingsPublication channel information
Journal/Series
Parent publication name
Advances in Neural Information Processing Systems 37 (NeurIPS 2024)
Publisher
Volume
37
ISSN
ISBN
Publication forum
Publication forum level
3
Open access
Open access in the publisher’s service
Yes
Open access of publication channel
Fully open publication channel
Self-archived
Yes
Other information
Fields of science
Computer and information sciences
Keywords
[object Object],[object Object],[object Object]
Internationality of the publisher
International
Language
English
International co-publication
Yes
Co-publication with a company
No
The publication is included in the Ministry of Education and Culture’s Publication data collection
Yes