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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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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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CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues


Apr 07, 2022
Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

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* ACL 2022 

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STaCK: Sentence Ordering with Temporal Commonsense Knowledge


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

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* Accepted as a full 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

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* 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

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* 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

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* 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

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* ACL 2021 
* ACL 2021 

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