Tyler Renslow

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2018

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LightRel at SemEval-2018 Task 7: Lightweight and Fast Relation Classification
Tyler Renslow | Günter Neumann
Proceedings of the 12th International Workshop on Semantic Evaluation

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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