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Analyzing Modality Robustness in Multimodal Sentiment Analysis



Devamanyu Hazarika , Yingting Li , Bo Cheng , Shuai Zhao , Roger Zimmermann , Soujanya Poria

* NAACL 2022 

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So Different Yet So Alike! Constrained Unsupervised Text Style Transfer



Abhinav Ramesh Kashyap , Devamanyu Hazarika , Min-Yen Kan , Roger Zimmermann , Soujanya Poria

* Accepted to ACL 2022 

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CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues



Deepanway Ghosal , Siqi Shen , Navonil Majumder , Rada Mihalcea , Soujanya Poria

* ACL 2022 

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RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction



Yew Ken Chia , Lidong Bing , Soujanya Poria , Luo Si

* 13 pages, 9 figures, to appear in ACL Findings 2022 

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Federated Distillation of Natural Language Understanding with Confident Sinkhorns



Rishabh Bhardwaj , Tushar Vaidya , Soujanya Poria

* https://github.com/declare-lab/sinkhorn-loss 

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



Wei Han , Hui Chen , Soujanya Poria

* Accepted as a long paper at EMNLP 2021 

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PIP: Physical Interaction Prediction via Mental Imagery with Span Selection



Jiafei Duan , Samson Yu , Soujanya Poria , Bihan Wen , Cheston Tan


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STaCK: Sentence Ordering with Temporal Commonsense Knowledge



Deepanway Ghosal , Navonil Majumder , Rada Mihalcea , Soujanya Poria

* Accepted as a full paper at EMNLP 2021 

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Improving Distantly Supervised Relation Extraction with Self-Ensemble Noise Filtering



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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