Few-Bits Semantic Hashing

Code in Python for the paper "Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling", Findings of EMNLP 2020. [paper]

1. Data Preprocessing

   python3 datapreprocessing.py 

2. Training

   If the datasets have multiple labels for a single sample, run

   python3 train_WISH.py 

   Otherwise, run

   python3 train_WISH.py --single_label_flag 

@inproceedings{ye2020unsupervised, title={Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling}, author={Ye, Fanghua and Manotumruksa, Jarana and Yilmaz, Emine}, booktitle={Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings}, pages={2566--2575}, year={2020} }