Publications

For the full list of my articles, please visit my Google Scholar profile.

Under Review

image-left Emotion Recognition in Conversations with Transfer Learning from Generative Conversation Modeling

Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea pdf code




Conference Publications

image-left Towards Multimodal Sarcasm Detection (An Obviously Perfect Paper)

Santiago Castro*, Devamanyu Hazarika*, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria. * Equal Contribution ACL 2019, Florence, Italy.
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image-left MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

Soujanya Poria, Devamanyu Hazarika, Navonil Mazumder, Gautam Naik, Erik Cambria, Rada Mihalcea
ACL 2019, Florence, Italy.
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image-left DialogueRNN: An Attentive RNN for Emotion Detection in Conversations

Navonil Mazumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander Gelbukh, Erik Cambria
AAAI 2019, Honolulu, Hawaii.
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image-left ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection

Devamanyu Hazarika, Soujanya Poria, Rada Mihalcea, Erik Cambria, Roger Zimmermann
EMNLP 2018, Brussels, Belgium.
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image-left CASCADE: Contextual Sarcasm Detection in Online Discussion Forums

Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, Erik Cambria, Roger Zimmermann, Rada Mihalcea
COLING 2018, New Mexico, USA.
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image-left CMN: Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos

Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, L.P. Morency, Roger Zimmermann
NAACL 2018, New Orleans, USA.
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image-left Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis

Devamanyu Hazarika, Soujanya Poria, Prateek Vij, Gangeshwar Krishnamurthy, Erik Cambria, Roger Zimmermann
NAACL 2018, New Orleans, USA.
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image-left SenticNet 5: Discovering conceptual primitives for sentiment analysis by means of context embeddings

Erik Cambria, Soujanya Poria, Devamanyu Hazarika, Kenneth Kwok
AAAI 2018, New Orleans, USA.
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image-left Multi-level multiple attentions for context-aware multimodal sentiment analysis

Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Mazumder, Amir Zadeh, L.P. Morency
ICDM 2017, New Orleans, USA
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image-left Context-dependent sentiment analysis in user-generated videos

Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Mazumder, Amir Zadeh, L.P. Morency
ACL 2017, Vancouver, Canada
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image-left A Deeper Look into Sarcastic Tweets using Deep Convolutional Neural Networks

Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Prateek Vij
COLING 2016, Osaka, Japan
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Journal Publications

  • Recent Trends in Deep Learning Based Natural Language Processing [pdf]
    Tom Young, Devamanyu Hazarika, Soujanya Poria, Erik Cambria
    IEEE Computational Intelligence Magazine 2018

  • Multimodal Sentiment Analysis: Addressing Key Issues and Setting up Baselines [pdf]
    Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, A Hussain and A Gelbukh
    Cognitive Computation 2018

  • Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling [pdf][code]
    Navonil Majumder, Devamanyu Hazarika, Alexander Gelbukh, Erik Cambria and Soujanya Poria
    Knowledge Based Systems 2018