Machine-in-the-Loop Rewriting for Creative Image Captioning

Related tags

Deep Learning mil-creative-captioning
Overview

Machine-in-the-Loop Rewriting for Creative Image Captioning

Data

Annotated sources of data used in the paper:

Data Source URL
Mohammed et al. Link
Gordon et al. Link
Bostan et al. Link
Niculae et al. Link
Steen et al. Link

TODO: Individual data cleaning scripts

Model Training

Follow the README in the model_training directory to train a Fairseq BART model. Reach out for our trained model.

Interface

Code to run the UI we used for interactive experiments. This UI hosts a server and needs you to have a backend GPU to run model inference during interaction. The code saves each interaction with a unique ID which we use to match to our crowdworkers for experimental analysis.

TODO: Data Processing Scripts to filter results

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Comments
  • Any download link of trained model?

    Any download link of trained model?

    This rewriting model is impressive enough for me. Could someone share a link of trained model? I tried to mailto author but did not receive a reply unfortunately~

    Thanks firstly!

    opened by lizekui 1
Owner
Vishakh P
Vishakh P
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