Semantic-Textual-Similarity-Tensorflow

SICK train/test data set, Tensorflow Siamese Network, Semantic Textual Similarity measure

code

Tensorflow_stsrnn.ipynb

for training and early stop

extension of Li, Jiwei, and Eduard H. Hovy. "A Model of Coherence Based on Distributed Sentence Representation." EMNLP. 2014. code: https://web.stanford.edu/~jiweil/Code.html

Tensorflow_stsrnn_test.ipynb

for testing

Tensorflow_stslstm.ipynb

based on Mueller, J and Thyagarajan, A. Siamese Recurrent Architectures for Learning Sentence Similarity. Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI 2016). http://www.aaai.org/ocs/index.php/AAAI/AAAI16/paper/view/12195 code: https://github.com/aditya1503/Siamese-LSTM