3 papers
stat.AP2026
Analytics for Quality Assurance for Item Pools (AQuAP): Monitoring and Maintaining Item Bank Health in AI-Driven Assessment Systems
Alina A. von Davier, Xiaowan Zhang, Yigal Attali +5
The large-scale digitization of educational assessment has made the continuous oversight of item banks both essential and complex. This paper presents Analytics for Quality Assuran…
cs.CL2020
Exploring Neural Entity Representations for Semantic Information
Andrew Runge, Eduard Hovy
Neural methods for embedding entities are typically extrinsically evaluated on downstream tasks and, more recently, intrinsically using probing tasks. Downstream task-based compari…
cs.CL2018
Optimizing Segmentation Granularity for Neural Machine Translation
Elizabeth Salesky, Andrew Runge, Alex Coda +2
In neural machine translation (NMT), it is has become standard to translate using subword units to allow for an open vocabulary and improve accuracy on infrequent words. Byte-pair…