VietnameseAddressStandardization

• An python client on Vietnamese Address Standardization problem based on deep learning.

Requirements

• It requires python, pip.
• Install requirements packages:

pip install -r requirements.txt

Inference

• Run code in command line:

import Siameser
std = Siameser.Siameser(stadard_scope='all')
add = '150 kim hoa hà nội'
std_add = std.standardize(add)
print(std_add)

• Run code in command line to get top-k standard address:

k = 10
std_adds = std.get_top_k(add, k)
print(std_adds)

API inference

https://huggingface.co/spaces/CaoHaiNam/address-standardization

Ciations

@inproceedings{cao2021deep,
  title={Deep neural network based learning to rank for address standardization},
  author={Cao, Hai-Nam and Tran, Viet-Trung},
  booktitle={2021 RIVF International Conference on Computing and Communication Technologies (RIVF)},
  pages={1--6},
  year={2021},
  organization={IEEE}
}