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GRAM: Generative Retrieval Augmented Matching of Data Schemas in the Context of Data Security

Liu et al., KDD 2024 · presented by Joohyung Yun
Paper readingDSLab NLP seminar · POSTECH · 2024.09.05

LLM-based schema matching for data ingestion when the data itself cannot be shown: object-type detection, reducing the task to attribute mapping, NER and double-RAG filters, the key detector, and the ablations. Ends with my own take.

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1 / 32 ← → keys · swipe · click a thumbnail · → also plays each slide's build steps