Imaginary Embeddings utilize Curved Contrastive Learning (see paper Imagination Is All You Need! (ACL 2023)) on Sentence Transformers for long-short term dialogue planning and efficient abstract sequence modeling.

This model uses speaker tokens and was evaluated in the Short-Term planning experiments.

Setup

python -m pip install imaginaryNLP

Usage

candidates = ['Want to eat something out ?',
              'Want to go for a walk ?']

goal = ' I am hungry.'

stp.short_term_planning(candidates, goal)