Causal Emotion Entailment
8 papers with code • 1 benchmarks • 1 datasets
The Causal Emotion Entailment is a simpler version of the span extraction task. In this task, given a target utterance (U) with emotion E, the goal is to predict which particular utterances in the conversation history H(U) are responsible for the emotion E in the target utterance.
RECCON
Most implemented papers
Towards Interpretable Mental Health Analysis with Large Language Models
The latest large language models (LLMs) such as ChatGPT, exhibit strong capabilities in automated mental health analysis.
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.
A Commonsense Reasoning Framework for Explanatory Emotion Attribution, Generation and Re-classification
We present DEGARI (Dynamic Emotion Generator And ReclassIfier), an explainable system for emotion attribution and recommendation.
TSAM: A Two-Stream Attention Model for Causal Emotion Entailment
bladedancer957/tsam
•
•
COLING 2022
Causal Emotion Entailment (CEE) aims to discover the potential causes behind an emotion in a conversational utterance.
Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge
leqsnan/kec
•
•
Conversational Causal Emotion Entailment aims to detect causal utterances for a non-neutral targeted utterance from a conversation.
Multi-Task Learning Framework for Extracting Emotion Cause Span and Entailment in Conversations
Recently there has been active research in extracting the cause of an emotion expressed in text.
Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment
circle-hit/kbcin
•
•
Moreover, social-interaction CSK serves as emotion-level bridge (E-bridge) and action-level bridge (A-bridge) to connect candidate utterances with the target one, which provides explicit causal clues for the Emotional Interaction module and Actional Interaction module to reason the target emotion.
PAGE: A Position-Aware Graph-Based Model for Emotion Cause Entailment in Conversation
xiaojiegu/page
•
•
Conversational Causal Emotion Entailment (C2E2) is a task that aims at recognizing the causes corresponding to a target emotion in a conversation.
