UvA-DARE (Digital Academic Repository) A Deep Dive Into Cross-Dataset Entity Matching with Large and Small Language Models
Zeyu Zhang, Paul Groth, Iacer Calixto et al.
· 0 citations
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Jul 2026
Beyond Scale and Generation: Understanding Language Model-based Entity Matching
The factors underlying performance differences across matcher architectures are clarified and motivate future research and benchmark designs that better disentangle architectural choices from model-level factors while explicitly evaluating distribution shift and cross-dataset transferability.
Zeyu Zhang, Xue Li, Iacer Calixto et al.
· arXiv.org · 0 citations