readme: ---
  language: en
  
  tags:
  - word-embeddings
  - word-similarity
  
  ### mirror-bert-base-uncased-word
  An unsupervised word encoder proposed by [Liu et al. (2021)](https://arxiv.org/pdf/2104.08027.pdf). Trained with a set of unlabelled words, using [bert-base-uncased](https://huggingface.co/bert-base-uncased) as the base model. Please use `[CLS]` as the representation of the input.
  
  ### Citation
  ```bibtex
  @inproceedings{
  	liu2021fast,
    title={Fast, Effective and Self-Supervised: Transforming Masked LanguageModels into Universal Lexical and Sentence Encoders},
    author={Liu, Fangyu and Vuli{\'c}, Ivan and Korhonen, Anna and Collier, Nigel},
    booktitle={EMNLP 2021},
    year={2021}
  }
  ```
  