This is an interactive demo for our ACL paper Enabling language models to fill in the blanks (paper, code).

To keep this web demo usable for as long as possible, we are asking users to launch the GPU server backend on the free Google Colab platform. This will take no more than a minute or two and should require minimal effort on your part. Absolutely none of your information will be stored.

Please open our Google Colab notebook in another tab to run the server, then paste the address below to explore our infilling models:

Click on the words/sentences/paragraphs below and click "Infill" (or press space bar) to replace them. You may select several at a time for replacement. If you are unsatisfied with the result, try fetching more suggestions by pressing "Infill" (or space bar) multiple times.