LIGHTREL at SemEval-2018 Task 7: Lightweight and Fast Relation Classification

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.