miscellaneous-2
Metadata quality
3260 papers • 126 benchmarks • 313 datasets
This task consists of the automatic assessment of the quality of the metadata of an information system.
(Image credit: Papersgraph)
Benchmarks
These leaderboards are used to track progress in metadata-quality-2
Trend
Dataset
Best Model
Actions
No benchmarks available.
Libraries
iUse these libraries to find metadata-quality-2 models and implementations
Datasets
No datasets available.
Subtasks
No subtasks available.
Most implemented papers
MetaEnhance: Metadata Quality Improvement for Electronic Theses and Dissertations of University Libraries
Muntabir Hasan Choudhury, Himarsha R. Jayanetti, William A. Ingram, E. Fox, Jian Wu, Lamia Salsabil•Wed Mar 29 2023
This work investigates methods to automatically detect, correct, and canonicalize scholarly metadata, using seven key fields of electronic theses and dissertations (ETDs) as a case study to propose MetaEnhance, a framework that utilizes state-of-the-art artificial intelligence methods to improve the quality of these fields.