Semantic address matching dataset

Data for our paper Lin, Y., Kang, M., Wu, Y., Du, Q. and Liu, T. (2019) A deep learning architecture for semantic address matching, International Journal of Geographical Information Science, DOI: 10.1080/13658816.2019.1681431

Below is an overview of each file in this dataset.

train.txt The training dataset

train_code_a.txt The index representations of the address elements (i.e., address elements represented by the corresponding indexes in the vocabulary obtained by word2vec) in Sa

train_code_b.txt The index representations of the address elements in Sb

train_lable.txt The labels of address pairs in the training dataset

dev.txt The development dataset

dev_code_a.txt The index representations of the address elements in Sa

dev_code_b.txt The index representations of the address elements in Sb

dev_lable.txt The labels of address pairs in the development dataset

test.txt The test dataset

test_code_a.txt The index representations of the address elements in Sa

test_code_b.txt The index representations of the address elements in Sb

test_lable.txt The labels of address pairs in the test dataset