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Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey


Mar 31, 2021
Tapas Nayak, Navonil Majumder, Pawan Goyal, Soujanya Poria

* A survey paper for relation extraction 

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Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering


Jan 04, 2021
Fengbin Zhu, Wenqiang Lei, Chao Wang, Jianming Zheng, Soujanya Poria, Tat-Seng Chua

* 20 pages 

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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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MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences


Oct 22, 2020
Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency


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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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Emerging Trends of Multimodal Research in Vision and Language


Oct 19, 2020
Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumdar, Soujanya Poria, Roger Zimmermann, Amir Zadeh


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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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Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks


Sep 14, 2020
Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria


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Investigating Gender Bias in BERT


Sep 10, 2020
Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria


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Discriminative Dictionary Design for Action Classification in Still Images and Videos


Jun 06, 2020
Abhinaba Roy, Biplab Banerjee, Amir Hussain, Soujanya Poria


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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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MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis


May 08, 2020
Devamanyu Hazarika, Roger Zimmermann, Soujanya Poria


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Improving Aspect-Level Sentiment Analysis with Aspect Extraction


May 03, 2020
Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander Gelbukh, Amir Hussain, Louis-Philippe Morency


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Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research


May 01, 2020
Soujanya Poria, Devamanyu Hazarika, Navonil Majumder, Rada Mihalcea


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Factorized Multimodal Transformer for Multimodal Sequential Learning


Nov 22, 2019
Amir Zadeh, Chengfeng Mao, Kelly Shi, Yiwei Zhang, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency


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WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation


Nov 21, 2019
Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency


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Emotion Recognition in Conversations with Transfer Learning from Generative Conversation Modeling


Nov 07, 2019
Devamanyu Hazarika, Soujanya Poria, Roger Zimmermann, Rada Mihalcea


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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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Variational Fusion for Multimodal Sentiment Analysis


Aug 13, 2019
Navonil Majumder, Soujanya Poria, Gangeshwar Krishnamurthy, Niyati Chhaya, Rada Mihalcea, Alexander Gelbukh


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Towards Multimodal Sarcasm Detection (An _Obviously_ Perfect Paper)


Jun 05, 2019
Santiago Castro, Devamanyu Hazarika, Verónica Pérez-Rosas, Roger Zimmermann, Rada Mihalcea, Soujanya Poria

* Accepted at ACL 2019 

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