Pre-trained language models perform record linkage and demographic inference without task-specific training; introduce EnsembleLink for record linkage with embeddings and string-based scorers
Read the original at arxiv.org→arXiv:2610.19048v1 Announce Type: new Abstract: Record linkage and demographic inference from names are routine demands in social science. Most approaches to these problems require labeled training data that are...
Original headline: "Pre-Trained Language Models as Zero-Shot Tools for Social Science Research"
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- Oct 15, 04:00 UTC arXiv cs.CL lead source Pre-Trained Language Models as Zero-Shot Tools for Social Science Research