Product Entity Matching via Tabular Data

Author:

Naeim abadi Ali1ORCID,Nayeem Mir Tafseer1ORCID,Rafiei Davood1ORCID

Affiliation:

1. University of Alberta, Edmonton, AB, Canada

Funder

Natural Sciences and Engineering Research Council of Canada

Publisher

ACM

Reference33 articles.

1. Probing the Robustness of Pre-trained Language Models for Entity Matching

2. Rebecca Allen . 1996. Amazon Standard Identification Number (ASIN). https://en.wikipedia.org/wiki/Amazon_Standard_Identification_Number Accessed : February 20, 2023 . Rebecca Allen. 1996. Amazon Standard Identification Number (ASIN). https://en.wikipedia.org/wiki/Amazon_Standard_Identification_Number Accessed: February 20, 2023.

3. Mikhail Bilenko and Raymond J. Mooney . 2003. Adaptive Duplicate Detection Using Learnable String Similarity Measures . In Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Washington, D.C.) (KDD '03) . Association for Computing Machinery, New York, NY, USA, 39--48. https://doi.org/10.1145/956750.956759 10.1145/956750.956759 Mikhail Bilenko and Raymond J. Mooney. 2003. Adaptive Duplicate Detection Using Learnable String Similarity Measures. In Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (Washington, D.C.) (KDD '03). Association for Computing Machinery, New York, NY, USA, 39--48. https://doi.org/10.1145/956750.956759

4. Tom Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared D Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , Amanda Askell , Sandhini Agarwal , Ariel Herbert-Voss , Gretchen Krueger , Tom Henighan , Rewon Child , Aditya Ramesh , Daniel Ziegler , Jeffrey Wu , Clemens Winter , Chris Hesse , Mark Chen , Eric Sigler , Mateusz Litwin , Scott Gray , Benjamin Chess , Jack Clark , Christopher Berner , Sam McCandlish , Alec Radford , Ilya Sutskever , and Dario Amodei . 2020 . Language Models are Few-Shot Learners. In Advances in Neural Information Processing Systems, H. Larochelle, M. Ranzato, R. Hadsell, M.F. Balcan, and H . Lin (Eds.) , Vol. 33 . Curran Associates, Inc. , 1877--1901. https://proceedings.neurips.cc/paper_files/paper/2020/file/1457c0d6bfcb4967418bfb8ac142f64a-Paper.pdf Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020. Language Models are Few-Shot Learners. In Advances in Neural Information Processing Systems, H. Larochelle, M. Ranzato, R. Hadsell, M.F. Balcan, and H. Lin (Eds.), Vol. 33. Curran Associates, Inc., 1877--1901. https://proceedings.neurips.cc/paper_files/paper/2020/file/1457c0d6bfcb4967418bfb8ac142f64a-Paper.pdf

5. Ursin Brunner and Kurt Stockinger . 2020 . Entity matching with transformer architectures - a step forward in data integration . In Proceedings of EDBT 2020. OpenProceedings. https://doi.org/10.21256/zhaw-19637 23rd International Conference on Extending Database Technology , Copenhagen , 30 March - 2 April 2020. 10.21256/zhaw-19637 Ursin Brunner and Kurt Stockinger. 2020. Entity matching with transformer architectures - a step forward in data integration. In Proceedings of EDBT 2020. OpenProceedings. https://doi.org/10.21256/zhaw-19637 23rd International Conference on Extending Database Technology, Copenhagen, 30 March - 2 April 2020.

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