Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery
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Michael Stonebraker | Raul Castro Fernandez | Ahmed K. Elmagarmid | Samuel Madden | Mourad Ouzzani | Ihab F. Ilyas | Nan Tang | Essam Mansour | Abdulhakim Ali Qahtan | S. Madden | M. Stonebraker | R. Fernandez | I. Ilyas | A. Elmagarmid | A. Qahtan | Essam Mansour | M. Ouzzani | N. Tang
[1] Zellig S. Harris,et al. Distributional Structure , 1954 .
[2] Florent Perronnin,et al. Aggregating Continuous Word Embeddings for Information Retrieval , 2013, CVSM@ACL.
[3] Jeffrey Dean,et al. Efficient Estimation of Word Representations in Vector Space , 2013, ICLR.
[4] Jayant Madhavan,et al. Recovering Semantics of Tables on the Web , 2011, Proc. VLDB Endow..
[5] Jayant Madhavan,et al. OpenII: an open source information integration toolkit , 2010, SIGMOD Conference.
[6] Jeffrey Pennington,et al. GloVe: Global Vectors for Word Representation , 2014, EMNLP.
[7] Yoshua Bengio,et al. A Neural Probabilistic Language Model , 2003, J. Mach. Learn. Res..
[8] Koby Crammer,et al. Learning to create data-integrating queries , 2008, Proc. VLDB Endow..
[9] Mayank Bawa,et al. LSH forest: self-tuning indexes for similarity search , 2005, WWW '05.
[10] Joann J. Ordille,et al. Data integration: the teenage years , 2006, VLDB.
[11] Kristina Lerman,et al. Semi-automatically Mapping Structured Sources into the Semantic Web , 2012, ESWC.
[12] Michael Stonebraker,et al. Aurum: A Data Discovery System , 2018, 2018 IEEE 34th International Conference on Data Engineering (ICDE).
[13] Laura M. Haas,et al. The Clio project: managing heterogeneity , 2001, SGMD.
[14] Bernardo Cuenca Grau,et al. LogMap 2.0: towards logic-based, scalable and interactive ontology matching , 2011, SWAT4LS.
[15] Diego Calvanese,et al. Ontop: Answering SPARQL queries over relational databases , 2016, Semantic Web.
[16] Quoc V. Le,et al. Distributed Representations of Sentences and Documents , 2014, ICML.
[17] David Haussler,et al. Exploiting Generative Models in Discriminative Classifiers , 1998, NIPS.
[18] Ian Horrocks,et al. BootOX: Practical Mapping of RDBs to OWL 2 , 2015, SEMWEB.
[19] W. Bruce Croft,et al. Estimating Embedding Vectors for Queries , 2016, ICTIR.
[20] Piotr Indyk,et al. Approximate nearest neighbors: towards removing the curse of dimensionality , 1998, STOC '98.
[21] M. de Rijke,et al. Siamese CBOW: Optimizing Word Embeddings for Sentence Representations , 2016, ACL.
[22] Craig A. Knoblock,et al. Learning the Semantics of Structured Data Sources , 2016, J. Web Semant..
[23] Erhard Rahm,et al. Evolution of the COMA match system , 2011, OM.
[24] Erhard Rahm,et al. A survey of approaches to automatic schema matching , 2001, The VLDB Journal.
[25] Jan Nößner,et al. CODI: Combinatorial Optimization for Data Integration: results for OAEI 2011 , 2010, OM.
[26] Eneko Agirre,et al. Single or Multiple? Combining Word Representations Independently Learned from Text and WordNet , 2016, AAAI.
[27] Achille Fokoue,et al. Exploring Big Data with Helix: Finding Needles in a Big Haystack , 2015, SGMD.
[28] Markus Nentwig,et al. A survey of current Link Discovery frameworks , 2016, Semantic Web.
[29] Christopher De Sa,et al. DeepDive: Declarative Knowledge Base Construction , 2016, SGMD.
[30] Craig A. Knoblock,et al. Leveraging Linked Data to Discover Semantic Relations Within Data Sources , 2016, SEMWEB.
[31] Fausto Giunchiglia,et al. S-Match: an Algorithm and an Implementation of Semantic Matching , 2004, ESWS.
[32] Marie-Francine Moens,et al. Monolingual and Cross-Lingual Information Retrieval Models Based on (Bilingual) Word Embeddings , 2015, SIGIR.
[33] Thomas Demeester,et al. Representation learning for very short texts using weighted word embedding aggregation , 2016, Pattern Recognit. Lett..
[34] Surajit Chaudhuri,et al. Fast Foreign-Key Detection in Microsoft SQL Server PowerPivot for Excel , 2014, Proc. VLDB Endow..
[35] Alon Y. Halevy,et al. Goods: Organizing Google's Datasets , 2016, SIGMOD Conference.
[36] Christian Bizer,et al. DBpedia: A Multilingual Cross-domain Knowledge Base , 2012, LREC.