Causal Emotion Entailment
7 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
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
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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
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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
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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
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Conversational Causal Emotion Entailment (C2E2) is a task that aims at recognizing the causes corresponding to a target emotion in a conversation.
