Recognizing Emotion Cause in Conversations
2 papers with code • 2 benchmarks • 3 datasets
Given an utterance U, labeled with emotion E, the task is to extract the causal spans S from the conversational history H (including utterance U) that sufficiently represent the causes of emotion E.
RECCON
EmoCause
CANDOR Corpus
Most implemented papers
Recognizing Emotion Cause in Conversations
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 strong Transformer-based baselines.
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes
skywalker023/focused-empathy
•
•
EMNLP 2021
Empathy is a complex cognitive ability based on the reasoning of others' affective states.
