Schema Matching with Large Language Models: an Experimental Study

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Adnev: Cross-domain schema matching using deep similarity matrix adjustment and evaluation,

R. Shraga, A. Gal, H. Roitman, · 2020

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Learning Knowledge Graph for Target-driven Schema Matching,

D. Mukherjee, A. Bandyopadhyay, R. Chowdhury, I. Bhattacharya, · 2021

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Valentine: Evaluating matching techniques for dataset discovery,

C. Koutras, G. Siachamis, A. Ionescu, K. Psarakis, J. Brons, M. Fragkoulis, C. Lofi, A. Bonifati, A. Katsifodimos, · 2021

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SMAT: An attention-based deep learning solution to the automation of schema matching,

J. Zhang, B. Shin, J. D. Choi, J. C. Ho, · 2021

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Can foundation models wrangle your data?,

A. Narayan, I. Chami, L. J. Orr, C. Ré, · 2022

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Large language models are zero-shot reasoners,

T. Kojima, S. S. Gu, M. Reid, Y. Matsuo, Y. Iwasawa, · 2022

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A semi-automated hybrid schema matching framework for vegetation data integration,

M. Asif-Ur-Rahman, B. A. Hossain, M. Bewong, M. Z. Islam, Y. Zhao, J. Groves, R. Judith, · 2023

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Schema matching using pre-trained language models,

Y. Zhang, A. Floratou, J. Cahoon, S. Krishnan, A. C. Müller, D. Banda, F. Psallidas, J. M. Patel, · 2023

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MIMIC-IV, a freely accessible electronic health record dataset,

A. E. W. Johnson, L. Bulgarelli, L. Shen, A. Gayles, A. Shammout, S. Horng, T. J. Pollard, S. Hao, B. Moody, B. Gow, L.-w. H. Lehman, L. A. Celi, R. G. Mark, · 2023

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J. White, Q. Fu, S. Hays, M. Sandborn, C. Olea, H. Gilbert, A. Elnashar, J. Spencer-Smith, D. C. Schmidt, A Prompt Pattern Catalog to Enhance Prompt Engineering with ChatGPT, 2023. arXiv:2302.11382