Joy Prakash Sain — accepted AI-conference papers

2025

A Variational Approach for Mitigating Entity Bias in Relation Extraction

Samuel Mensah, Elena Kochkina, Jabez Magomere, Joy Prakash Sain, Simerjot Kaur, Charese Smiley

ACL 2025short

Mitigating entity bias is a critical challenge in Relation Extraction (RE), where models often rely excessively on entities, resulting in poor generalization. This paper presents a novel approach to address this issue by adapting a Variational Information Bottleneck (VIB) framework. Our method compr…

Cited by 0 Source ↗PDF ↗Scholar ↗

2020

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

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

COLING 2020main

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, health-care workers require practical and scalable depressive disorder screening and triage system. This study aims to…

Cited by 51 Source ↗PDF ↗Scholar ↗