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All Projects → spacewalk01 → BiLSTM-and-CNN-for-Link-Prediction

spacewalk01 / BiLSTM-and-CNN-for-Link-Prediction

Licence: MIT license

Keras implementation of path-based link prediction model for knowledge graph completion

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tensorflow keras cnn knowledge-graph lstm convolutional-neural-networks knowledge-graph-completion bi-lstm knowledge-graph-embeddings lstm-cnn

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LSTM-CNN for knowledge graph completion in Keras

### Required Files

data/processed_data.tar.gz - dataset files containing grounded paths with relations and entities (e.g e1, r1, e2, r2, e3).
tasks - can be downloaded from [1].

For generating relation paths such as (r1, r2, ..., rk), we used [2].

The original knowledge graph data we used for our experiments can be found in [1] which includes tasks datasets with train/test triples.

Reference:

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