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@article{binette2022a,
title = {{(Almost) all of entity resolution}},
author = {Binette, Olivier and Steorts, Rebecca C},
year = 2022,
journal = {Science Advances},
volume = 8,
number = 12,
pages = {eabi8021},
doi = {10.1126/sciadv.abi8021},
}
@article{binette2022b,
title = {Estimating the Performance of Entity Resolution Algorithms: Lessons Learned Through PatentsView.org},
author = {Binette, Olivier and York, Sokhna A and Hickerson, Emma and Baek, Youngsoo and Madhavan, Sarvo and Jones, Christina},
year = 2023,
journal = {The American Statistician},
publisher = {Taylor & Francis},
volume = 77,
number = 4,
pages = {370--380},
doi = {10.1080/00031305.2023.2191664}
}
@article{binette2022c,
title = {{PatentsView-Evaluation}: {E}valuation Datasets and Tools to Advance Research on Inventor Name Disambiguation},
author = {Binette, Olivier and Madhavan, Sarvo and Butler, Jack and Card, Beth Anne and Melluso, Emily and Jones, Christina},
year = 2023,
journal = {arXiv e-prints},
doi = {10.48550/arXiv.2301.03591},
note = {arxiv:2301.03591}
}
@unpublished{binette2023,
title = {An End-to-End Evaluation Framework for Entity Resolution Systems With Application to Inventor Name Disambiguation},
author = {Binette, Olivier and Baek, Youngsoo and Melluso, Emily and Jones, Christina and Dasylva, Abel and Reiter, Jerome P},
year = 2023,
note = {Manuscript in progress}
}
@inproceedings{wang2022,
title = {Bridging the Gap between Reality and Ideality of Entity Matching: A Revisting and Benchmark Re-Construction},
author = {Wang, Tianshu and Lin, Hongyu and Fu, Cheng and Han, Xianpei and Sun, Le and Xiong, Feiyu and Chen, Hui and Lu, Minlong and Zhu, Xiuwen},
year = 2022,
booktitle = {{P}roceedings of the {T}hirty-{F}irst {I}nternational {J}oint {C}onference on {A}rtificial {I}ntelligence, {IJCAI-22}},
publisher = {International Joint Conferences on Artificial Intelligence Organization},
pages = {3978--3984},
doi = {10.24963/ijcai.2022/552},
editor = {Lud De Raedt}}
@book{christen2012,
title = {{D}ata {M}atching: {C}oncepts and {T}echniques for {R}ecord {L}inkage, {E}ntity {R}esolution, and {D}uplicate {D}etection},
author = {Christen, Peter},
year = 2012,
publisher = {Springer Publishing Company, Incorporated}
}
@article{marchant2017,
title = {In Search of an Entity Resolution OASIS: Optimal Asymptotic Sequential Importance Sampling},
author = {Marchant, Neil G. and Rubinstein, Benjamin I. P.},
year = 2017,
journal = {Proc. VLDB Endow.},
publisher = {VLDB Endowment},
volume = 10,
number = 11,
pages = {1322–1333},
doi = {10.14778/3137628.3137642},
}@book{papadakis2021,
title = {{T}he {F}our {G}enerations of {E}ntity {R}esolution},
author = {Papadakis, George and Ioannou, Ekaterini and Thanos, Emanouil and Palpanas, Themis},
year = 2021,
publisher = {Morgan \& Claypool Publishers}
}
@article{christophides2019,
title = {An Overview of End-to-End Entity Resolution for Big Data},
author = {Christophides, Vassilis and Efthymiou, Vasilis and Palpanas, Themis and Papadakis, George and Stefanidis, Kostas},
year = 2021,
journal = {ACM Computing Surveys},
volume = 53,
number = 6,
pages = {1--42},
doi = {10.1145/3418896},
}