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Luminoso at SemEval-2018 Task 10: Distinguishing Attributes Using Text Corpora and Relational Knowledge
June 05, 2018 ยท Declared Dead ยท ๐ International Workshop on Semantic Evaluation
"No code URL or promise found in abstract"
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Authors
Robyn Speer, Joanna Lowry-Duda
arXiv ID
1806.01733
Category
cs.CL: Computation & Language
Citations
4
Venue
International Workshop on Semantic Evaluation
Last Checked
5 months ago
Abstract
Luminoso participated in the SemEval 2018 task on "Capturing Discriminative Attributes" with a system based on ConceptNet, an open knowledge graph focused on general knowledge. In this paper, we describe how we trained a linear classifier on a small number of semantically-informed features to achieve an $F_1$ score of 0.7368 on the task, close to the task's high score of 0.75.
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