@incollection{,
	
					
					
					7A1FE9BE417873816A38822CFE9D7A1B
				,
	author={{K. VictorRajan} and {EdwardLambert} and {Atlantic International University, USA}},
	journal={{Global Journal of Computer Science and Technology}},
	journal={{GJCST}}0975-41720975-435010.34257/gjcst,
	address={Cambridge, United States},
	publisher={Global Journals Organisation}2313544
}

@incollection{b0,
	
	
		,
	title={{Transformation-based Framework for Record Matching}}
		,
	author={{
			AArasu
		} and {
			RChaudhuri
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			Kaushik
		}}
		
		
	
	
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	booktitle={{IEEE 24th International Conference on Data Engineering.ieeexplore.ieee. org}}
				
			,
	year={2008. 2008}
			
		
	

}

@incollection{b1,
	
	
		,
	title={{Human-in-the-loop challenges for entity matching: A midterm report}}
		,
	author={{
			AnhaiDoan
		} and {
			AdelArdalan
		} and {
			JeffreyBallard
		} and {
			SanjibDas
		} and {
			YashGovind
		} and {
			PradapKonda
		} and {
			HanLi
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			SidharthMudgal
		} and {
			ErikPaulson
		} and {
			G C PaulSuganthan
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			HaojunZhang
		}}
		
		
		
		
		
		
		
		
		
		
	
	
		,
	booktitle={{Proceedings of the 2Nd Workshop on Human-In-the-Loop Data Analytics (HILDA'17). dl.acm.org}}
				the 2Nd Workshop on Human-In-the-Loop Data Analytics (HILDA'17). dl.acm.orgNew York, NY, USA
		
			,
	year={2017}
			12
			6
		
	

}

@incollection{b2,
	
	
		,
	title={{On Active Learning of Record Matching Packages}}
		,
	author={{
			ArvindArasu
		} and {
			MichaelaGötz
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			RaghavKaushik
		}}
		
		
	
	
		,
	booktitle={{Proceedings of the 2010 ACM SIGMOD International Conference on Management of Data (SIGMOD '10)}}
				the 2010 ACM SIGMOD International Conference on Management of Data (SIGMOD '10)New York, NY, USA
		
			,
	publisher={ACM}
			,
	year={2010}
			
		
	

}

@incollection{b3,
	
	
		,
	title={{Duplicate Record Detection: A Survey}}
		,
	author={{
			P GA K Elmagarmid
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			V SIpeirotis
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			19
			
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}

@incollection{b4,
	
	
		,
	title={{End-to-end Multi-perspective Matching for Entity Resolution}}
		,
	author={{
			ChengFu
		} and {
			XianpeiHan
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			LeSun
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	booktitle={{Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI'19)}}
				the 28th International Joint Conference on Artificial Intelligence (IJCAI'19)Macao, China
		
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			,
	year={2019}
			
		
	

}

@incollection{b5,
	
	
		,
	title={{On Generating Benchmark Data for Entity Matching}}
		,
	author={{
			EkateriniIoannou
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			NataliyaRassadko
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			YannisVelegrakis
		}}
		
		
	
	
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	journal={{Jr. Data Semant}}
		
			2
			
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	year={2013. March 2013}
		
	

}

@book{b6,
	
	
		,
	title={{An Introduction to Duplicate Detection}}
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	author={{
			FelixNaumann
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			MelanieHerschel
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	year={2010}
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	publisher={Morgan and Claypool Publishers}
		
	

}

@book{b7,
	
	
		,
	author={{
			GeorgePapadakis
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		arXiv:cs.DB/1905.06167
		,
	title={{Emmanouil Thanos, and Themis Palpanas. A Survey of Blocking and Filtering Techniques for Entity Resolution}}
				
			,
	year={May 2019}
		
	

}

@incollection{b8,
	
	
		,
	title={{Comparative Analysis of Approximate Blocking Techniques for Entity Resolution}}
		,
	author={{
			GeorgePapadakis
		} and {
			JonathanSvirsky
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	journal={{Proceedings VLDB Endowment}}
		
			9
			
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	year={May 2016}
		
	
	,
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}

@incollection{b9,
	
	
		,
	title={{Evaluation of Entity Resolution Approaches on Real-world Match Problems}}
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	author={{
			HannaKöpcke
		} and {
			AndreasThor
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	journal={{Proceedings VLDB Endowment}}
		
			3
			
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	year={2010. Sept. 2010}
		
	

}

@incollection{b10,
	
	
		,
	title={{A Theory for Record Linkage}}
		,
	author={{
			PIvan
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			AlanBFellegi
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@book{b11,
	
	
		,
	title={{Entity Resolution and Information Quality}}
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	author={{
			John R Talburt
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	year={2011}
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	publisher={Elsevier}
		
	

}

@incollection{b12,
	
	
		,
	title={{Low-resource Deep Entity Resolution with Transfer and Active Learning}}
		,
	author={{
			JungoKasai
		} and {
			SairamKun Qian
		} and {
			YunyaoGurajada
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			LucianLi
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			Popa
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		,
	booktitle={{Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics}}
				the 57th Annual Meeting of the Association for Computational LinguisticsStroudsburg, PA, USA
		
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			,
	year={2019}
			
		
	

}

@incollection{b13,
	
	
		,
	title={{Active Learning for Large-Scale Entity Resolution}}
		,
	author={{
			LucianKun Qian
		} and {
			PrithvirajPopa
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			Sen
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		,
	booktitle={{Proceedings of the 2017 ACM on Conference on Information and Knowledge Management (CIKM '17)}}
				the 2017 ACM on Conference on Information and Knowledge Management (CIKM '17)
		
			,
	year={2017}
		
	

}

@incollection{b14,
	
	
		,
	title={{Entity Resolution: Theory, Practice & Open Challenges}}
		,
	author={{
			LiseGetoor
		} and {
			AshwinMachanavajjhala
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		,
	journal={{Proceedings VLDB Endowment}}
		
			5
			
			,
	year={2012. Aug. 2012}
		
	

}

@incollection{b15,
	
	
		,
	title={{Distributed representations of tuples for entity resolution}}
		,
	author={{
			EMuhammad
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			TSaravanan
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			ShafiqJoty
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			MouradOuzzani
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			NanTang
		}}
		
		
		
		
	
	
		,
	journal={{Proceedings VLDB Endowment}}
		
			11
			11
			
			,
	year={2018. July 2018}
		
	

}

@incollection{b16,
	
	
		,
	title={{Automatic linkage of vital records}}
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	author={{
			H BNewcombe
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			J MKennedy
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			A PJames
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}

@book{b17,
	
	
		,
	title={{Deep Learning Based Approach for Entity Resolution in Databases. In Intelligent Information and Database Systems}}
		,
	author={{
			NihelKooli
		} and {
			RobinAllesiardo
		} and {
			ErwanPigneul
		}}
		
		
		
			,
	year={2018}
			,
	publisher={Springer International Publishing}
			
		
	

}

@book{b18,
	
	
		,
	title={{Data Matching: Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection}}
		,
	author={{
			PeterChristen
		}}
		
			,
	year={2012}
			,
	publisher={Springer Science & Business Media}
		
	

}

@incollection{b19,
	
	
		,
	title={{A Survey of Indexing Techniques for Scalable Record Linkage and Deduplication}}
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	author={{
			PChristen
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			24
			
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}

@incollection{b20,
	
	
		,
	title={{Entity Resolution Using Convolutional Neural Network}}
		,
	author={{
			RamDeepak Gottapu
		} and {
			CihanDagli
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			BharamiAli
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	journal={{Procedia Comput. Sci}}
		
			95
			
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@book{b21,
	
	
		,
	title={{Data Quality and Record Linkage Techniques}}
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			NThomas
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			Herzog
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}

@incollection{b22,
	
	
		,
	title={{Entity matching with transformer architectures-a step forward in data integration}}
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	author={{
			UrsinBrunner
		} and {
			KurtStockinger
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		,
	booktitle={{International Conference on Extending Database Technology}}
				Copenhagen
		
			,
	year={2020. 30 March-2 April 2020}
		
	

}

@book{b23,
	
	
		,
	title={{End-to-End Entity Resolution for Big Data: A Survey}}
		,
	author={{
			VassilisChristophides
		} and {
			VasilisEfthymiou
		} and {
			ThemisPalpanas
		} and {
			GeorgePapadakis
		} and {
			KostasStefanidis
		}}
		
		
		
		
		arXiv:cs
		
			,
	year={2019. May 2019}
		
	

}

@book{b24,
	
	
		,
	title={{Deep Entity Matching with Pre-Trained Language Models}}
		,
	author={{
			YuliangLi
		} and {
			JinfengLi
		} and {
			YoshihikoSuhara
		} and {
			AnhaiDoan
		} and {
			Wang-ChiewTan
		}}
		
		
		
		
		arXiv:cs.DB/2004.00584
		
			,
	year={2020. April 2020}
		
	

}