ZeroER: Entity Resolution using Zero Labeled Examples

16 August 2019

Saravanan Thirumuruganathan

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Papers citing "ZeroER: Entity Resolution using Zero Labeled Examples"

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Title
A Benchmark on Directed Graph Representation Learning in Hardware Designs Haoyu Wang Yinan Huang Nan Wu Pan Li OOD 38 1 0 09 Oct 2024
AnyMatch -- Efficient Zero-Shot Entity Matching with a Small Language Model Zeyu Zhang Paul Groth Iacer Calixto Sebastian Schelter 33 1 0 06 Sep 2024
Data Collection and Labeling Techniques for Machine Learning Qianyu Huang Tongfang Zhao 29 2 0 19 Jun 2024
Leveraging Large Language Models for Entity Matching Qianyu Huang Tongfang Zhao 18 1 0 31 May 2024
Match, Compare, or Select? An Investigation of Large Language Models for Entity Matching Tianshu Wang Xiaoyang Chen Hongyu Lin Xuanang Chen Xianpei Han Hao Wang Zhenyu Zeng Le Sun 34 7 0 27 May 2024
APrompt4EM: Augmented Prompt Tuning for Generalized Entity Matching Yikuan Xia Jiazun Chen Xinchi Li Jun Gao VLM 30 1 0 08 May 2024
The Battleship Approach to the Low Resource Entity Matching Problem Bar Genossar Avigdor Gal Roee Shraga 18 3 0 27 Nov 2023
Data Cleaning and Machine Learning: A Systematic Literature Review Pierre-Olivier Coté Amin Nikanjam Nafisa Ahmed D. Humeniuk Foutse Khomh 30 21 0 03 Oct 2023
MultiEM: Efficient and Effective Unsupervised Multi-Table Entity Matching Xiaocan Zeng Pengfei Wang Yuren Mao Lu Chen Xiaoze Liu Yunjun Gao 22 3 0 02 Aug 2023
A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms G. Papadakis Nishadi Kirielle Peter Christen Themis Palpanas 29 7 0 03 Jul 2023
Pre-trained Embeddings for Entity Resolution: An Experimental Analysis [Experiment, Analysis & Benchmark] Alexandros Zeakis G. Papadakis Dimitrios Skoutas Manolis Koubarakis 19 37 0 24 Apr 2023
REIN: A Comprehensive Benchmark Framework for Data Cleaning Methods in ML Pipelines Mohamed Abdelaal Christian Hammacher Harald Schoening 15 18 0 09 Feb 2023
Ground Truth Inference for Weakly Supervised Entity Matching Renzhi Wu Alexander Bendeck Xu Chu Yeye He 16 8 0 13 Nov 2022
Learning Hyper Label Model for Programmatic Weak Supervision Renzhi Wu Sheng Chen Jieyu Zhang Xu Chu 12 16 0 27 Jul 2022
HumanAL: Calibrating Human Matching Beyond a Single Task Roee Shraga HAI 13 5 0 06 May 2022
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning Cédric Renggli Xiaozhe Yao Luka Kolar Luka Rimanic Ana Klimovic Ce Zhang OOD 22 4 0 04 Apr 2022
Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale Yang Li Yu Shen Huaijun Jiang Wentao Zhang Jixiang Li Ji Liu Ce Zhang Bin Cui 17 25 0 18 Jan 2022
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition Yang Li Yu Shen Wentao Zhang Jiawei Jiang Bolin Ding ... Jingren Zhou Zhi-Xin Yang Wentao Wu Ce Zhang Bin Cui LRM 8 44 0 19 Jul 2021
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation Nan Tang Ju Fan Fangyi Li Jianhong Tu Xiaoyong Du Guoliang Li Samuel Madden M. Ouzzani 12 73 0 04 Dec 2020
Cost-effective Variational Active Entity Resolution Alex Bogatu N. Paton Mark Douthwaite Stuart Davie André Freitas 8 9 0 20 Nov 2020
(Almost) All of Entity Resolution Olivier Binette R. Steorts AI4TS 17 59 0 10 Aug 2020