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More Identifiable yet Equally Performant Transformers for Text Classification


Jun 02, 2021
Rishabh Bhardwaj, Navonil Majumder, Soujanya Poria, Eduard Hovy

* ACL 2021 
* ACL 2021 

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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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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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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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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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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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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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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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Recent Trends in Deep Learning Based Personality Detection


Aug 27, 2019
Yash Mehta, Navonil Majumder, Alexander Gelbukh, Erik Cambria


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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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Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances


May 08, 2019
Soujanya Poria, Navonil Majumder, Rada Mihalcea, Eduard Hovy


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Sentiment and Sarcasm Classification with Multitask Learning


Jan 23, 2019
Navonil Majumder, Soujanya Poria, Haiyun Peng, Niyati Chhaya, Erik Cambria, Alexander Gelbukh


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DialogueRNN: An Attentive RNN for Emotion Detection in Conversations


Nov 03, 2018
Navonil Majumder, Soujanya Poria, Devamanyu Hazarika, Rada Mihalcea, Alexander Gelbukh, Erik Cambria

* AAAI 2019 

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Multimodal Sentiment Analysis: Addressing Key Issues and Setting up Baselines


Mar 19, 2018
Soujanya Poria, Navonil Majumder, Devamanyu Hazarika, Erik Cambria, Amir Hussain, Alexander Gelbukh

* Cognitive Computation. arXiv admin note: substantial text overlap with arXiv:1707.09538 

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A Deep Learning Approach for Multimodal Deception Detection


Mar 01, 2018
Gangeshwar Krishnamurthy, Navonil Majumder, Soujanya Poria, Erik Cambria

* Accepted at the 19th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing), 2018 

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