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Zero-Shot Learning for Multimodal Nudging

Source code for the paper "Zero-Shot Recommendations with Pre-Trained Large Language Models for Multimodal Nudging".

input_embedding

File Structure

  • directory ./content_generation/ contains files used for synthetic data generation
  • directory ./data/ contains the generated dataset: user descriptions, messages, and image captions
  • main.ipynb loads the generated data and computes recommendations via the proposed zero-shot approach

Examples of Multimodal Recommendations

USER0 USER1 USER2 USER3 USER4