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

Tyler Renslow, Günter Neumann


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
Anthology ID:
S18-1123
Volume:
Proceedings of The 12th International Workshop on Semantic Evaluation
Month:
June
Year:
2018
Address:
New Orleans, Louisiana
Venue:
*SEMEVAL
SIGs:
SIGLEX | SIGSEM
Publisher:
Association for Computational Linguistics
Note:
Pages:
778–782
Language:
URL:
https://www.aclweb.org/anthology/S18-1123
DOI:
10.18653/v1/S18-1123
Bib Export formats:
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PDF:
http://aclanthology.lst.uni-saarland.de/S18-1123.pdf