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Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication


Jun 22, 2021
Navonil Majumder, Deepanway Ghosal, Devamanyu Hazarika, Alexander Gelbukh, Rada Mihalcea, Soujanya Poria


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CIDER: Commonsense Inference for Dialogue Explanation and Reasoning


Jun 01, 2021
Deepanway Ghosal, Pengfei Hong, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

* SIGDIAL 2021 

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Recognizing Emotion Cause in Conversations


Dec 24, 2020
Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Deepanway Ghosal, Rishabh Bhardwaj, Samson Yu Bai Jian, Romila Ghosh, Niyati Chhaya, Alexander Gelbukh, Rada Mihalcea

* https://github.com/declare-lab/RECCON 

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Improving Zero Shot Learning Baselines with Commonsense Knowledge


Dec 11, 2020
Abhinaba Roy, Deepanway Ghosal, Erik Cambria, Navonil Majumder, Rada Mihalcea, Soujanya Poria


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Persuasive Dialogue Understanding: the Baselines and Negative Results


Nov 22, 2020
Hui Chen, Deepanway Ghosal, Navonil Majumder, Amir Hussain, Soujanya Poria

* 12 pages, 5 figures 

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Utterance-level Dialogue Understanding: An Empirical Study


Oct 22, 2020
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria


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COSMIC: COmmonSense knowledge for eMotion Identification in Conversations


Oct 06, 2020
Deepanway Ghosal, Navonil Majumder, Alexander Gelbukh, Rada Mihalcea, Soujanya Poria


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MIME: MIMicking Emotions for Empathetic Response Generation


Oct 04, 2020
Navonil Majumder, Pengfei Hong, Shanshan Peng, Jiankun Lu, Deepanway Ghosal, Alexander Gelbukh, Rada Mihalcea, Soujanya Poria

* EMNLP 2020 

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Visual Interest Prediction with Attentive Multi-Task Transfer Learning


May 27, 2020
Deepanway Ghosal, Maheshkumar H. Kolekar


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KinGDOM: Knowledge-Guided DOMain adaptation for sentiment analysis


May 11, 2020
Deepanway Ghosal, Devamanyu Hazarika, Abhinaba Roy, Navonil Majumder, Rada Mihalcea, Soujanya Poria


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DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation


Aug 30, 2019
Deepanway Ghosal, Navonil Majumder, Soujanya Poria, Niyati Chhaya, Alexander Gelbukh

* Accepted at EMNLP 2019 

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Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis


May 14, 2019
Md Shad Akhtar, Dushyant Singh Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal, Pushpak Bhattacharyya

* Accepted for publication in NAACL:HLT-2019 

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A Multi-task Ensemble Framework for Emotion, Sentiment and Intensity Prediction


Oct 15, 2018
Md Shad Akhtar, Deepanway Ghosal, Asif Ekbal, Pushpak Bhattacharyya, Sadao Kurohashi


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