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A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach


Nov 18, 2022
Yew Ken Chia, Lidong Bing, Sharifah Mahani Aljunied, Luo Si, Soujanya Poria

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* 19 pages, 6 figures, accepted by EMNLP 2022 

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Few-shot Multimodal Sentiment Analysis based on Multimodal Probabilistic Fusion Prompts


Nov 12, 2022
Xiaocui Yang, Shi Feng, Daling Wang, Pengfei Hong, Soujanya Poria

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* under review 

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Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question Answering


Oct 29, 2022
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, Soujanya Poria

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MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences


Oct 23, 2022
Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria

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* Accepted as a long paper at EMNLP 2022 

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SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training


Oct 23, 2022
Hui Chen, Wei Han, Soujanya Poria

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* Accepted to EMNLP 2022 Findings 

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Multiview Contextual Commonsense Inference: A New Dataset and Task


Oct 06, 2022
Siqi Shen, Deepanway Ghosal, Navonil Majumder, Henry Lim, Rada Mihalcea, Soujanya Poria

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WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs


Sep 27, 2022
Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander Gelbukh

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* 27 pages, 8 figures, 15 tables 

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SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning


Sep 16, 2022
Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing

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* Accepted as a long paper at COLING 2022 

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DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification


Sep 12, 2022
Hui Chen, Wei Han, Diyi Yang, Soujanya Poria

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* Accepted to COLING 2022. 11 pages, 2 figures, 6 tables 

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