EmpGAN: Multi-resolution Interactive Empathetic Dialogue Generation
Table 2: Manual evaluation of the generated responses in terms of Content and Emotion (avg=average, stdev=standard deviation).
['[BOLD] Models', '[BOLD] Content  [BOLD] avg', '[BOLD] Content  [BOLD] stdev', '[BOLD] Empathy  [BOLD] avg', '[BOLD] Empathy  [BOLD] stdev']
For human evaluation, we report averages and standard deviations, showing that annotators agree with each other’s judgments in most cases. In detail, the score of Content verifies that the responses generated by the proposed model perceive as more fluency and natural. The score of Empathy denotes that our responses can be more in line with the emotional contextual flow and evoke more emotion perceptivity.