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CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization



Shweta Yadav , Deepak Gupta , Dina Demner-Fushman


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Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction



Sriram Pingali , Shweta Yadav , Pratik Dutta , Sriparna Saha

* To appear in Findings of ACL 2021 

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Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards



Shweta Yadav , Deepak Gupta , Asma Ben Abacha , Dina Demner-Fushman

* To appear at ACL 2021 

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Question-aware Transformer Models for Consumer Health Question Summarization



Shweta Yadav , Deepak Gupta , Asma Ben Abacha , Dina Demner-Fushman


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Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework



Shweta Yadav , Jainish Chauhan , Joy Prakash Sain , Krishnaprasad Thirunarayan , Amit Sheth , Jeremiah Schumm

* Accepted for publication in COLING 2020 

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Medical Knowledge-enriched Textual Entailment Framework



Shweta Yadav , Vishal Pallagani , Amit Sheth


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"When they say weed causes depression, but it's your fav antidepressant": Knowledge-aware Attention Framework for Relationship Extraction



Shweta Yadav , Usha Lokala , Raminta Daniulaityte , Krishnaprasad Thirunarayan , Francois Lamy , Amit Sheth


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Assessing the Severity of Health States based on Social Media Posts



Shweta Yadav , Joy Prakash Sain , Amit Sheth , Asif Ekbal , Sriparna Saha , Pushpak Bhattacharyya


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Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework



Shweta Yadav , Srivatsa Ramesh , Sriparna Saha , Asif Ekbal

* Accepted for publication at IEEE/ACM Transaction on Computational Biology and Bioinformatics 

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Relation extraction between the clinical entities based on the shortest dependency path based LSTM



Dhanachandra Ningthoujam , Shweta Yadav , Pushpak Bhattacharyya , Asif Ekbal


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