Neural Networks for Entity Matching: A Survey

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Neural Networks for Entity Matching: A Survey

21 October 2020

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Papers citing "Neural Networks for Entity Matching: A Survey"

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Title
KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs Yongqin Xu Huan Li Ke Chen Lidan Shou 155 5 0 16 Oct 2024
Fine-tuning Large Language Models for Entity Matching Aaron Steiner Ralph Peeters Christian Bizer LRM 93 6 0 12 Sep 2024
APrompt4EM: Augmented Prompt Tuning for Generalized Entity Matching Yikuan Xia Jiazun Chen Xinchi Li Jun Gao VLM 118 3 0 08 May 2024
Entity Matching using Large Language Models Ralph Peeters Christian Bizer 86 15 0 17 Oct 2023
A Primer on the Data Cleaning Pipeline Neil G. Marchant 67 3 0 25 Jul 2023
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms G. Papadakis Nishadi Kirielle Peter Christen Themis Palpanas 97 8 0 03 Jul 2023
SC-Block: Supervised Contrastive Blocking within Entity Resolution Pipelines Alexander Brinkmann Roee Shraga Christian Bizer 88 10 0 06 Mar 2023
Construction of Knowledge Graphs: State and Challenges Marvin Hofer Daniel Obraczka A. Saeedi Hanna Köpcke Erhard Rahm 78 38 0 22 Feb 2023
Entity Matching by Pool-based Active Learning Youfang Han Chunping Li 162 2 0 01 Nov 2022
LEMON: Explainable Entity Matching Nils Barlaug FAtt AAML 62 9 0 01 Oct 2021
Deep Indexed Active Learning for Matching Heterogeneous Entity Representations Arjit Jain Sunita Sarawagi Prithviraj Sen 72 24 0 08 Apr 2021
(Almost) All of Entity Resolution Olivier Binette R. Steorts AI4TS 74 61 0 10 Aug 2020