/multi-look-embeddings

Code for exploring why multiple embeddings work well

Primary LanguagePython

Multi Look Embeddings

Code used for experiments from Multiple Word Embeddings for Increased Diversity of Representation

Some scripts, utils, and mead-baseline configs for probing why multiple embeddings work.

Scripts should be run from the top level of this repo with python -m scripts.{script_name}

Train mead-baseline models with mead-train --config configs/sst2.json

Citation

If you use this multiple embedding technique or any of these analysis tools in your research please cite the following:

@article{lester-2020-multiple,
  title={Multiple Word Embeddings for Increased Diversity of Representation},
  author={Lester, Brian and Pressel, Daniel and Hemmeter, Amy and Choudhury, Sagnik Ray and Bangalore, Srinivas},
  journal={arXiv preprint arXiv:2009.14394},
  year={2020}
}