/Doc2VecC

GPU accelerated implementation for Doc2VecC

Primary LanguageCudaApache License 2.0Apache-2.0

The implementation in this repo is totally wrong, do NOT use this repo

Doc2VecC

GPU accelerated implementation of Efficient Vector Representation for Documents Through Corruption

Acknowledge

The original implementaion is from @mchen24/iclr2017.
This repository only accelerate the training progress while NOT including the whole experiment.

You should check the original implementation for more detail.

Getting started

Building this Project

git clone https://github.com/oToToT/Doc2VecC
cd Doc2VecC/build
cmake -DCMAKE_BUILD_TYPE=Release .. && cmake --build .

Usage

./doc2vecc

Reference

If you found this code useful, please cite the following paper:

Minmin Chen. "Efficient Vector Representation for Documents Through Corruption." 5th International Conference on Learning Representations, ICLR (2017).

@article{chen2017efficient,
  title={Efficient Vector Representation for Documents Through Corruption},
  author={Chen, Minmin},
  journal={5th International Conference on Learning Representations},
  year={2017}
}

License

Apache License 2.0