Recognizing Emotion Cause in Conversations
2개 벤치마크 · 논문 3편 · 이 태스크의 논문 보기 →
Benchmarks
Most implemented
Perspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes
2021-09-18 · 구현 1개
Recognizing Emotion Cause in Conversations
2020-12-22 · 구현 1개
Papers
Improving Empathetic Response Generation by Recognizing Emotion Cause in Conversations
2021-11-01 · Findings (EMNLP) 2021 11
· Jun Gao, YuHan Liu, Haolin Deng, Wei Wang 외
Current approaches to empathetic response generation focus on learning a model to predict an emotion label and generate a response based on this label and have achieved promising results. However, the emotion cause, an e…
Emotion RecognitionEmpathetic Response GenerationRecognizing Emotion Cause in ConversationsResponse GenerationPerspective-taking and Pragmatics for Generating Empathetic Responses Focused on Emotion Causes
2021-09-18 · EMNLP 2021 11
· Hyunwoo Kim, Byeongchang Kim, Gunhee Kim
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 two issues must be tackled at the s…
Dialogue GenerationEmotion RecognitionEmpathetic Response GenerationRecognizing Emotion Cause in Conversations+1Recognizing Emotion Cause in Conversations
2020-12-22
· Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal 외
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. The dat…
Causal Emotion EntailmentEmotion Cause ExtractionRecognizing Emotion Cause in Conversations