@InProceedings{luan-ostendorf-hajishirzi:2018:S18-1,
  author    = {Luan, Yi  and  Ostendorf, Mari  and  Hajishirzi, Hannaneh},
  title     = {The UWNLP system at SemEval-2018 Task 7: Neural Relation Extraction Model with Selectively Incorporated Concept Embeddings},
  booktitle = {Proceedings of The 12th International Workshop on Semantic Evaluation},
  month     = {June},
  year      = {2018},
  address   = {New Orleans, Louisiana},
  publisher = {Association for Computational Linguistics},
  pages     = {788--792},
  abstract  = {This paper describes our submission for SemEval 2018 Task 7 shared task on semantic relation extraction and classification in scientific papers. Our model is based on the end-to-end relation extraction model of \cite{miwa2016end} with several enhancements such as character-level encoding attention mechanism on selecting pretrained concept candidate embeddings. Our official submission ranked the second in relation classification task (Subtask 1.1 and Subtask 2 Senerio 2), and the first in the relation extraction task (Subtask 2 Scenario 1).},
  url       = {http://www.aclweb.org/anthology/S18-1125}
}