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LightRel SemEval-2018 Task 7: Lightweight and Fast Relation Classification
April 19, 2018 ยท Declared Dead ยท ๐ International Workshop on Semantic Evaluation
"No code URL or promise found in abstract"
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Authors
Tyler Renslow, Gรผnter Neumann
arXiv ID
1804.08426
Category
cs.CL: Computation & Language
Cross-listed
cs.AI
Citations
1
Venue
International Workshop on Semantic Evaluation
Last Checked
6 months ago
Abstract
We present LightRel, a lightweight and fast relation classifier. Our goal is to develop a high baseline for different relation extraction tasks. By defining only very few data-internal, word-level features and external knowledge sources in the form of word clusters and word embeddings, we train a fast and simple linear classifier.
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