Better entity matching with transformers through ensembles

JF Low, BCM Fung, P Xiong - Knowledge-Based Systems, 2024 - Elsevier
In this paper, we introduce AttendEM, a framework for entity matching (EM), ie, pairwise
identification of duplicates across databases. Eschewing the prevalent focus on text …

An optimization approach for worker selection in crowdsourcing systems

S Shen, M Ji, Z Wu, X Yang - Computers & Industrial Engineering, 2022 - Elsevier
Crowdsourcing has attracted considerable attention in recent years. A large amount of
labelled data can be obtained efficiently and cheaply from the crowdsourcing platform …

Multilabel classification using crowdsourcing under budget constraints

H Suyal, A Singh - Knowledge and Information Systems, 2024 - Springer
Multilabel classification has excelled in several distinct fields during the past few decades
but still has significant limitations. One of the critical concerns is the lack or insufficient …

Automated Information Warfare: For and Against Saturation Attacks

JF Low - 2023 - escholarship.mcgill.ca
Abstract Information societies exist under constant threat of information warfare that can be
carried out against military and civil targets. Breaching electronic hardware security has …