Talla at SemEval-2018 Task 7: Hybrid Loss Optimization for Relation Classification using Convolutional Neural Networks

Bhanu Pratap; Daniel Shank; Oladipo Ositelu; Byron Galbraith

2018 SemEval SemEval 2018

Talla at SemEval-2018 Task 7: Hybrid Loss Optimization for Relation Classification using Convolutional Neural Networks

Abstract

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🐣 Hot Topic Early Bird - cross-entropy loss

Authors

Bhanu Pratap, Daniel Shank, Oladipo Ositelu, Byron Galbraith

Topics

Machine Learning > Core Methods > Classification Deep Learning > Architectures > Neural Networks

Keywords

convolutional neural network ranking loss cross-entropy loss word embedding relation classification hybrid loss

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