Constructing emotion consensus and utilizing unpaired data for empathetic dialogue generation
Researches on dialogue empathy aim to endow an agent with the capacity of accurate
understanding and proper responding for emotions. Existing models for empathetic dialogue …
understanding and proper responding for emotions. Existing models for empathetic dialogue …
Moel: Mixture of empathetic listeners
Previous research on empathetic dialogue systems has mostly focused on generating
responses given certain emotions. However, being empathetic not only requires the ability of …
responses given certain emotions. However, being empathetic not only requires the ability of …
Knowledge bridging for empathetic dialogue generation
Lack of external knowledge makes empathetic dialogue systems difficult to perceive implicit
emotions and learn emotional interactions from limited dialogue history. To address the …
emotions and learn emotional interactions from limited dialogue history. To address the …
E-core: Emotion correlation enhanced empathetic dialogue generation
Achieving empathy is a crucial step toward humanized dialogue systems. Current
approaches for empathetic dialogue generation mainly perceive an emotional label to …
approaches for empathetic dialogue generation mainly perceive an emotional label to …
Empathetic dialogue generation via sensitive emotion recognition and sensible knowledge selection
Empathy, which is widely used in psychological counselling, is a key trait of everyday human
conversations. Equipped with commonsense knowledge, current approaches to empathetic …
conversations. Equipped with commonsense knowledge, current approaches to empathetic …
Improving empathetic dialogue generation by dynamically infusing commonsense knowledge
In empathetic conversations, individuals express their empathy towards others. Previous
work has mainly focused on generating empathetic responses by utilizing the speaker's …
work has mainly focused on generating empathetic responses by utilizing the speaker's …
Case: Aligning coarse-to-fine cognition and affection for empathetic response generation
Empathetic conversation is psychologically supposed to be the result of conscious
alignment and interaction between the cognition and affection of empathy. However, existing …
alignment and interaction between the cognition and affection of empathy. However, existing …
Multi-party empathetic dialogue generation: A new task for dialog systems
Empathetic dialogue assembles emotion understanding, feeling projection, and appropriate
response generation. Existing work for empathetic dialogue generation concentrates on the …
response generation. Existing work for empathetic dialogue generation concentrates on the …
Empathetic dialogue generation with pre-trained RoBERTa-GPT2 and external knowledge
One challenge for dialogue agents is to recognize the feelings of the conversation partner
and respond accordingly. In this work, RoBERTa-GPT2 is proposed for empathetic dialogue …
and respond accordingly. In this work, RoBERTa-GPT2 is proposed for empathetic dialogue …
Affective decoding for empathetic response generation
Understanding speaker's feelings and producing appropriate responses with emotion
connection is a key communicative skill for empathetic dialogue systems. In this paper, we …
connection is a key communicative skill for empathetic dialogue systems. In this paper, we …