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As the use of interactive machines grow, the task of Emotion Recognition in Conversation (ERC) became more important.
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Conversational memory network for emotion recognition in dyadic dialogue videos
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Obtaining reliable human ratings of valence, arousal, and dominance for 20,000 English words
Saif Mohammad. 2018 · 2018
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Emotion detection on TV show transcripts with sequence-based convolutional neural networks
Sayyed M. Zahiri and Jinho D. Choi. 2018 · 2018
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Commonsense knowledge aware conversation generation with graph attention
Hao Zhou, Tom Young, Minlie Huang, Haizhou Zhao, Jingfang Xu, and Xiaoyan Zhu. 2018 · 2018
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TripleNet: Triple attention network for multi-turn response selection in retrieval-based chatbots
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EDA: Enriching emotional dialogue acts using an ensemble of neural annotators
Chandrakant Bothe, Cornelius Weber, Sven Magg, and Stefan Wermter. 2020 · 2020
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COSMIC: COmmonSense knowledge for eMotion identification in conversations
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Relation-aware graph attention networks with relational position encodings for emotion recognition in conversations
Taichi Ishiwatari, Yuki Yasuda, Taro Miyazaki, and Jun Goto. 2020 · 2020
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Real-time emotion recognition via attention gated hierarchical memory network
Wenxiang Jiao, Michael R. Lyu, and Irwin King. 2020 · 2020
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HiTrans: A transformer-based context- and speaker-sensitive model for emotion detection in conversations
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Dialoguernn: An attentive rnn for emotion detection in conversations
Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander Gelbukh, and Erik Cambria. 2019 · 2019
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Language models as knowledge bases?
Fabio Petroni, Tim Rocktäschel, Sebastian Riedel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, and Alexander Miller. 2019 · 2019
Cited alongside, same era.
Emotion recognition in conversation: Research challenges, datasets, and recent advances
S. Poria, N. Majumder, R. Mihalcea, and E. Hovy. 2019 · 2019
Cited alongside, same era.
MELD: A multimodal multi-party dataset for emotion recognition in conversations
Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Gautam Naik, Erik Cambria, and Rada Mihalcea. 2019 · 2019
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Atomic: An atlas of machine commonsense for if-then reasoning
Maarten Sap, Ronan Le Bras, Emily Allaway, Chandra Bhagavatula, Nicholas Lourie, Hannah Rashkin, Brendan Roof, Noah A. Smith, and Yejin Choi. 2019 · 2019
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Modeling both context- and speaker-sensitive dependence for emotion detection in multi-speaker conversations
Dong Zhang, Liangqing Wu, Changlong Sun, Shoushan Li, Qiaoming Zhu, and Guodong Zhou. 2019 · 2019
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Knowledge-enriched transformer for emotion detection in textual conversations
Peixiang Zhong, Di Wang, and Chunyan Miao. 2019 · 2019
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Caire: An end-to-end empathetic chatbot
Zhaojiang Lin, Peng Xu, Genta Indra Winata, Farhad Bin Siddique, Zihan Liu, Jamin Shin, and Pascale Fung. 2020 · 2020
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Towards conversational recommendation over multi-type dialogs
Zeming Liu, Haifeng Wang, Zheng-Yu Niu, Hua Wu, Wanxiang Che, and Ting Liu. 2020 · 2020
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Emptransfo: A multi-head transformer architecture for creating empathetic dialog systems
Rohola Zandie and Mohammad H. Mahoor. 2020 · 2020
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DialogueCRN: Contextual reasoning networks for emotion recognition in conversations
Dou Hu, Lingwei Wei, and Xiaoyong Huai. 2021 · 2021
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Past, present, and future: Conversational emotion recognition through structural modeling of psychological knowledge
Jiangnan Li, Zheng Lin, Peng Fu, and Weiping Wang. 2021 · 2021
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A discourse-aware graph neural network for emotion recognition in multi-party conversation
Yang Sun, Nan Yu, and Guohong Fu. 2021 · 2021
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Topic-driven and knowledge-aware transformer for dialogue emotion detection
Lixing Zhu, Gabriele Pergola, Lin Gui, Deyu Zhou, and Yulan He. 2021 · 2021
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