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

04/19/2018

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by   Tyler Renslow, et al.

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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.