Search Results for author: Guimin Hu

Found 4 papers, 2 papers with code

Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction

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.

Emotion Cause Extraction Graph Attention

UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause

no code implementations30 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

Emotion Prediction Oriented method with Multiple Supervisions for Emotion-Cause Pair Extraction

1 code implementation24 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.

Emotion Cause Extraction Emotion-Cause Pair Extraction

UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition

1 code implementation21 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.

Contrastive Learning Emotion Recognition in Conversation +1

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