Convolution neural network for relation classification between two given entities
The CNN architecture implemented is inspired be Nguyen et al. 2015 in which for each:
##Future work:
- Implementing additional crafted features to
vectorizers/relationmentionvectorizer.pysuch as pos tags and dependency relations. - Implementing sentence based features : in which additional sentence based features are added including two head words to find relations between them
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Kim, Yoon. "Convolutional neural networks for sentence classification." arXiv preprint arXiv:1408.5882 (2014).
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Zeng, D., Liu, K., Lai, S., Zhou, G. and Zhao, J., 2014, August. Relation classification via convolutional deep neural network. In Proceedings of COLING (pp. 2335-2344). Vancouver