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embedding-space
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embedding-space
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# Analyzing Transformers in Embedding Space! **code still requires some refactoring and documentation** This code encompasses all the experiments presented in the [paper](https://arxiv.org/abs/2209.02535). ## Setup (Linux) First create a directory named `artifacts` here. Run in shell: ``` mkdir artifacts ``` To use the notebook `parameter-alignment.ipynb` you must also download models from multiBERTs. Run in shell: ``` ./load_multiberts.sh ``` ## Cite Us If you want to cite us: ``` @misc{transformers_in_embedding_space, doi = {10.48550/ARXIV.2209.02535}, url = {https://arxiv.org/abs/2209.02535}, author = {Dar, Guy and Geva, Mor and Gupta, Ankit and Berant, Jonathan}, title = {Analyzing Transformers in Embedding Space}, publisher = {arXiv}, year = {2022}, copyright = {Creative Commons Attribution 4.0 International} } ```
