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Empathic Conversations Auto Eval

Getting Started

Configuration

  1. Download the 4 models and the MultiLabelBinarizer file mlb.pkl from this link. Use gdown if you are trying to download to a remote instance via terminal because wget or curl is insufficient to download large files from google drive.
  2. Place the models inside of the models directory and unzip.

How to evaluate

In auto_eval_utterances.py, the function evaluate_utterances(utterances, csv_name) should be called to evaluate your utterances or chats. The parameter utterances is a list of strings, and the parameter csv_name is a string name for the output csv that contains the autoamtic evaluations.

Now you can just call evaluate_utterances(utterances, csv_name) to evaluate a list of utterances with the 4 models you downloaded above and see the results inside of the evaluations folder.

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