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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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Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention



Yifan Chen , Devamanyu Hazarika , Mahdi Namazifar , Yang Liu , Di Jin , Dilek Hakkani-Tur


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Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication



Navonil Majumder , Deepanway Ghosal , Devamanyu Hazarika , Alexander Gelbukh , Rada Mihalcea , Soujanya Poria


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Zero-Shot Controlled Generation with Encoder-Decoder Transformers



Devamanyu Hazarika , Mahdi Namazifar , Dilek Hakkani-Tür


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Recognizing Emotion Cause in Conversations



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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Domain Divergences: a Survey and Empirical Analysis



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


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Emerging Trends of Multimodal Research in Vision and Language



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


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