Few-Bits Semantic Hashing
Code in Python for the paper "Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling", Findings of EMNLP 2020. [paper]
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Data Preprocessing
python3 datapreprocessing.py
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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}
}