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Modern data lakes are deeply heterogeneous in the vocabulary that is used to describe data.
A set of measures of centrality based on betweenness
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Better approximation of betweenness centrality
R. Geisberger, P. Sanders, and D. Schultes · 2008
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R. Navigli · 2009
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Author name disambiguation
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HCDF: A hybrid community discovery framework
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Annotating and searching web tables using entities, types and relationships
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M. E. J. Newman · 2010
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Aida: An online tool for accurate disambiguation of named entities in text and tables
M. A. Yosef, J. Hoffart, I. Bordino, M. Spaniol, and G. Weikum · 2011
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A brief survey of automatic methods for author name disambiguation
A. A. Ferreira, M. A. Gonçalves, and A. H. F. Laender · 2012
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Entity resolution: Theory, practice & open challenges
L. Getoor and A. Machanavajjhala · 2012
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Exploiting structure within data for accurate labeling using conditional random fields
A. Goel, C. A. Knoblock, and K. Lerman · 2012
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Publish-time data integration for open data platforms
J. Eberius, P. Damme, K. Braunschweig, M. Thiele, and W. Lehner · 2013
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A large-scale pseudoword-based evaluation framework for state-of-the-art word sense disambiguation
M. T. Pilehvar and R. Navigli · 2014
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Topic modeling for wikipedia link disambiguation
B. Skaggs and L. Getoor · 2014
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Top-k entity augmentation using consistent set covering
J. Eberius, M. Thiele, K. Braunschweig, and W. Lehner · 2015
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Understanding a large corpus of web tables through matching with knowledge bases: an empirical study
O. Hassanzadeh, M. J. Ward, M. Rodriguez-Muro, and K. Srinivas · 2015
Table union search on open data
F. Nargesian, E. Zhu, K. Q. Pu, and R. J. Miller · 2018
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A survey on recent advances in named entity recognition from deep learning models
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Lazo: A cardinality-based method for coupled estimation of jaccard similarity and containment
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Viznet: Towards A large-scale visualization learning and benchmarking repository
K. Z. Hu, S. N. S. Gaikwad, M. Hulsebos, M. A. Bakker, E. Zgraggen, C. A. Hidalgo, T. Kraska, G. Li, A. Satyanarayan, and Ç. Demiralp · 2019
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Sherlock: A deep learning approach to semantic data type detection
M. Hulsebos, K. Z. Hu, M. A. Bakker, E. Zgraggen, A. Satyanarayan, T. Kraska, Ç. Demiralp, and C. A. Hidalgo · 2019
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DBpedia - A large-scale, multilingual knowledge base extracted from wikipedia
J. Lehmann, R. Isele, M. Jakob, A. Jentzsch, D. Kontokostas, P. N. Mendes, S. Hellmann, M. Morsey, P. van Kleef, S. Auer, and C. Bizer · 2015
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Robust multilingual named entity recognition with shallow semi-supervised features
R. Agerri and G. Rigau · 2016
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Embeddings for word sense disambiguation: An evaluation study
I. Iacobacci, M. T. Pilehvar, and R. Navigli · 2016
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A large public corpus of web tables containing time and context metadata
O. Lehmberg, D. Ritze, R. Meusel, and C. Bizer · 2016
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Comparative analysis of approximate blocking techniques for entity resolution
G. Papadakis, J. Svirsky, A. Gal, and T. Palpanas · 2016
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Fast approximation of betweenness centrality through sampling
M. Riondato and E. M. Kornaropoulos · 2016
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A. Kimmig, A. Memory, R. J. Miller, and L. Getoor · 2019
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Collective entity resolution in multi-relational familial networks
P. Kouki, J. Pujara, C. Marcum, L. M. Koehly, and L. Getoor · 2019
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Data lake management: Challenges and opportunities
F. Nargesian, E. Zhu, R. J. Miller, K. Q. Pu, and P. C. Arocena · 2019
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Meimei: An efficient probabilistic approach for semantically annotating tables
K. Takeoka, M. Oyamada, S. Nakadai, and T. Okadome · 2019
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On embeddings in relational databases
S. Arora and S. Bedathur · 2020
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Creating embeddings of heterogeneous relational datasets for data integration tasks
R. Cappuzzo, P. Papotti, and S. Thirumuruganathan · 2020
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An overview of end-to-end entity resolution for big data
V. Christophides, V. Efthymiou, T. Palpanas, G. Papadakis, and K. Stefanidis · 2020
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Efficient joinable table discovery in data lakes: A high-dimensional similarity-based approach
Y. Dong, K. Takeoka, C. Xiao, and M. Oyamada · 2020
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REMA: graph embeddings-based relational schema matching
C. Koutras, M. Fragkoulis, A. Katsifodimos, and C. Lofi · 2020
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Data-driven domain discovery for structured datasets
M. Ota, H. Mueller, J. Freire, and D. Srivastava · 2020
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Three-dimensional entity resolution with JedAI
G. Papadakis, G. M. Mandilaras, L. Gagliardelli, G. Simonini, E. Thanos, G. Giannakopoulos, S. Bergamaschi, T. Palpanas, and M. Koubarakis · 2020
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Sato: Contextual semantic type detection in tables
D. Zhang, Y. Suhara, J. Li, M. Hulsebos, Ç. Demiralp, and W. Tan · 2020
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