Evaluating Blocking Biases in Entity MatchingBigData Congress [Services Society] (BSS), 2024 |
Data Cleaning and Machine Learning: A Systematic Literature ReviewInternational Conference on Automated Software Engineering (ASE), 2023 |
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis
[Experiment, Analysis & Benchmark]Proceedings of the VLDB Endowment (PVLDB), 2023 |
SC-Block: Supervised Contrastive Blocking within Entity Resolution
PipelinesExtended Semantic Web Conference (ESWC), 2023 |
Ember: No-Code Context Enrichment via Similarity-Based Keyless JoinsProceedings of the VLDB Endowment (PVLDB), 2021 |
Deep Indexed Active Learning for Matching Heterogeneous Entity
RepresentationsProceedings of the VLDB Endowment (PVLDB), 2021 |