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arxiv: 1804.08426 · v1 · pith:J7XAGOTRnew · submitted 2018-04-19 · 💻 cs.CL · cs.AI

LightRel SemEval-2018 Task 7: Lightweight and Fast Relation Classification

classification 💻 cs.CL cs.AI
keywords fastrelationclassifierlightrellightweightwordbaselineclassification
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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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