no code implementations • Findings (EMNLP) 2021 • Guimin Hu, Guangming Lu, Yi Zhao
Moreover, we quantify the effect of context on emotion cause extraction and provide the visualization of the interactions between candidate cause clauses and contexts.
Ranked #3 on Emotion Cause Extraction on ECE
no code implementations • 30 Mar 2024 • Guimin Hu, Zhihong Zhu, Daniel Hershcovich, Hasti Seifi, Jiayuan Xie
In this paper, we propose a Unified Multimodal Emotion recognition and Emotion-Cause analysis framework (UniMEEC) to explore the causality and complementarity between emotion and emotion cause.
Emotion-Cause Pair Extraction Emotion Recognition in Conversation +1
1 code implementation • 24 Feb 2023 • Guimin Hu, Yi Zhao, Guangming Lu
Emotion-cause pair extraction (ECPE) task aims to extract all the pairs of emotions and their causes from an unannotated emotion text.
1 code implementation • 21 Nov 2022 • Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, Yongbin Li
Multimodal sentiment analysis (MSA) and emotion recognition in conversation (ERC) are key research topics for computers to understand human behaviors.
Ranked #1 on Multimodal Sentiment Analysis on CMU-MOSI