Emotion cause extraction (ECE), the task aimed at extracting the potential causes behind
certain emotions in text, has gained much attention in recent years due to its wide …

In recent years, a new interesting task, called emotion-cause pair extraction (ECPE), has
emerged in the area of text emotion analysis. It aims at extracting the potential pairs of …

In this chapter, we present our work in emotion cause extraction. Since there is no open
dataset available, the lack of annotated resources has limited the research in this area …

Empathy is a complex cognitive ability based on the reasoning of others' affective states. In
order to better understand others and express stronger empathy in dialogues, we argue that …

Emotion-cause pair extraction aims to extract all potential pairs of emotions and
corresponding causes from unannotated emotion text. Most existing methods are pipelined …

Emotion cause extraction aims to identify the reasons behind a certain emotion expressed in
text. It is a much more difficult task compared to emotion classification. Inspired by recent …

Emotion-cause pair extraction (ECPE) is a new task that aims to extract the potential pairs of
emotions and their corresponding causes in a document. The existing methods first perform …

The emotion cause extraction (ECE) task aims at discovering the potential causes behind a
certain emotion expression in a document. Techniques including rule-based methods …

We address the problem of recognizing emotion cause in conversations, define two novel
sub-tasks of this problem, and provide a corresponding dialogue-level dataset, along with …

Emotion Cause Extraction Field (ECEF) focuses on the cause that triggers an emotion in a
document. Traditional ECEF aims to extract the cause based on a given emotion while …