Dynamic Contextualized Word Embeddings

This repository contains the code to train Dynamic Contextualized Word Embeddings (DCWEs), proposed in the ACL paper Dynamic Contextualized Word Embeddings. DCWEs represent the meaning of words as a function of both linguistic and extralinguistic (social and temporal) context.

Citation

If you use the code in this repository, please cite the following paper:

@inproceedings{hofmann2021dcwe,
    title = {Dynamic Contextualized Word Embeddings},
    author = {Hofmann, Valentin and Pierrehumbert, Janet and Sch{\"u}tze, Hinrich},
    booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics},
    year = {2021}
}