2023
DOI: 10.1002/pra2.849
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AI‐Based Research Tool for Large Genealogical Corpora: The Case of Jewish Communities Worldwide

Maayan Zhitomirsky‐Geffet,
Omri Suissa

Abstract: This paper presents a new methodology for AI‐based research and exploration of large genealogical corpora. The proposed approach is based on an automatic quantitative question‐answering (QA) system that enables researchers to ask questions in natural language and learn about trends related to individuals, families, and communities in the corpus of the study. The proposed methodology includes: 1) an automatic method for training dataset generation, 2) a transformer‐based table selection method, and 3) an optimi… Show more

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