readme: ---
  language: en
  tags:
  - emotion-classification
  datasets:
  - bdotloh/empathetic-dialogues-contexts
  ---
  
  
  # Model Description
  
  This is a distilbert-base-uncased model fine-tuned for the purpose of classifying [(emotional) contexts in the Empathetic Dialogues dataset](https://huggingface.co/datasets/bdotloh/empathetic-dialogues-contexts). 
  
  
  ### Limitations and bias
  
  EmpatheticDialogues: 
  1) Unable to ascertain the degree of cultural specificity for the context that a respondent described when given an emotion label (i.e., p(description | emotion, *culture*))
  2) ...
  
  
  ## Training data
  see [dataset](https://huggingface.co/datasets/bdotloh/empathetic-dialogues-contexts)
  ## Training procedure
  
  ### Preprocessing
  
  ## Evaluation results
  
  ## Test results
  Top 1 accuracy: 53.4
  Top 5 accuracy: 86.1
  