blester125 / multi-look-embeddings

Code for exploring why multiple embeddings work well

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}
}