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PIP: Physical Interaction Prediction via Mental Imagery with Span Selection


Sep 10, 2021
Jiafei Duan, Samson Yu, Soujanya Poria, Bihan Wen, Cheston Tan


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STaCK: Sentence Ordering with Temporal Commonsense Knowledge


Sep 06, 2021
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria

* Accepted as a full paper at EMNLP 2021 

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Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis


Sep 01, 2021
Wei Han, Hui Chen, Soujanya Poria

* Accepted as a long paper at EMNLP 2021 

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Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering


Aug 22, 2021
Tapas Nayak, Navonil Majumder, Soujanya Poria

* Accepted in RANLP 2021. arXiv admin note: substantial text overlap with arXiv:2104.01799, arXiv:2103.16929 

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Aspect Sentiment Triplet Extraction Using Reinforcement Learning


Aug 13, 2021
Samson Yu Bai Jian, Tapas Nayak, Navonil Majumder, Soujanya Poria

* CIKM 2021 

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M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations


Aug 03, 2021
Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-philippe Morency, Soujanya Poria

* ICMI 2021 

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Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis


Jul 28, 2021
Wei Han, Hui Chen, Alexander Gelbukh, Amir Zadeh, Louis-philippe Morency, Soujanya Poria

* Accepted at ICMI 2021 

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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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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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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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