20 citations · 52 across the 14 of their papers we have counts for
5 papers · 1 filter
Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework
Shweta Yadav, Jainish Chauhan, Joy Prakash Sain +3
Existing studies on using social media for deriving mental health status of users focus on the depression detection task. However, for case management and referral to psychiatrists…
Medical Knowledge-enriched Textual Entailment Framework
Shweta Yadav, Vishal Pallagani, Amit Sheth
One of the cardinal tasks in achieving robust medical question answering systems is textual entailment. The existing approaches make use of an ensemble of pre-trained language mode…
"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 +3
With the increasing legalization of medical and recreational use of cannabis, more research is needed to understand the association between depression and consumer behavior related…
Assessing the Severity of Health States based on Social Media Posts
Shweta Yadav, Joy Prakash Sain, Amit Sheth +3
The unprecedented growth of Internet users has resulted in an abundance of unstructured information on social media including health forums, where patients request health-related i…
Relation Extraction from Biomedical and Clinical Text: Unified Multitask Learning Framework
Shweta Yadav, Srivatsa Ramesh, Sriparna Saha +1
To minimize the accelerating amount of time invested in the biomedical literature search, numerous approaches for automated knowledge extraction have been proposed. Relation extrac…