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This paper provides an overview of the triple scoring task at the WSDM Cup 2017, including a description of the task and the dataset, an overview of the participating teams and their results, and a brief account of the methods employed.
Easy access to the freebase dataset
H. Bast, F. Bäurle, B. Buchhold, and E. Haußmann · 2014
Earlier work this paper cites.
Relevance scores for triples from type-like relations
H. Bast, B. Buchhold, and E. Haussmann · 2015
Earlier work this paper cites.
Semantic search on text and knowledge bases
H. Bast, B. Buchhold, and E. Haussmann · 2016
Earlier work this paper cites.
Triple scoring using paragraph vector - the Gailan triple scorer
E. Ali, A. Caputo, and S. Lawless · 2017
Earlier work this paper cites.
Predicting relevance scores for triples from type-like relations using neural embedding - the Cabbage triple scorer
Y. Brumer, B. Shapira, L. Rokach, and O. Barkan · 2017
Earlier work this paper cites.
Integrating knowledge from latent and explicit features for triple scoring - the Radicchio triple scorer
L.-W. Chen, B. Mangipudi, J. Bandlamudi, R. Sehgal, Y. Hao, M. Jiang, and H. Gui · 2017
Earlier work this paper cites.
Leveraging text and knowledge bases for triple scoring: An ensemble approach - the Bokchoy triple scorer
B. Ding, Q. Wang, and B. Wang · 2017
Cited alongside, same era.
Ranking triples using entity links in a large web crawl - the Chicory triple scorer
F. Dorssers, A. P. de Vries, W. Alink, and R. Cornacchia · 2017
Cited alongside, same era.
Relevance scoring of triples using ordinal logistic classification - the Celosia triple scorer
N. Fatma, M. K. Chinnakotla, and M. Shrivastava · 2017
Cited alongside, same era.
Supervised ranking of triples for type-like relations - the Cress triple scorer
F. Hasibi, D. Garigliotti, S. Zhang, and K. Balog · 2017
Cited alongside, same era.
WSDM cup 2017: Vandalism detection and triple scoring
S. Heindorf, M. Potthast, H. Bast, B. Buchhold, and E. Haussmann · 2017
Cited alongside, same era.
Triple scoring using a hybrid fact validation approach - the Catsear triple scorer
E. Marx, T. Soru, and A. Valdestilhas · 2017
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Predicting triple scoring with crowdsourcing-specific features - the Fiddlehead triple scorer
M. Sato · 2017
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Relsifter: Scoring triples from type-like relations - the Samphire triple scorer
P. Shiralkar, M. Avram, G. L. Ciampaglia, F. Menczer, and A. Flammini · 2017
Closest in time.
Ensemble of neural classifiers for scoring knowledge base triples - the Lettuce triple scorer
I. Yamada, M. Sato, and H. Shindo · 2017
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Finding people’s professions and nationalities using distant supervision - the Goosefoot triple scorer
V. Zmiycharov, D. Alexandrov, P. Nakok, I. Koychev, and Y. Kiprov · 2017
Closest in time.
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V. Kanojia, R. Togashi, and H. Maeda · 2017
Cited alongside, same era.