Shweta Yadav
15 papers · 2017–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§¬
Topic Evolution
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(70)
π
Century Club Β· Bronze
π₯
Unstoppable Β· Silver
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Natural Language Processing
(9)
Artificial Intelligence
(8)
Machine Learning
(8)
Healthcare & Medicine
(6)
Generation
(6)
Clinical
(5)
Learning Paradigms
(5)
Learning Types Β· Machine Learning
(5)
Applications
(4)
Core AI
(3)
Core Methods
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types Β· Deep Learning
(2)
Computer Vision
(1)
Keywords
question summarization
(3)
abstractive summarization
(3)
multi-task learning
(3)
large language model
(3)
text summarization
(2)
text classification
(2)
named entity recognition
(2)
perspective-aware summarization
(2)
social media analysis
(2)
low-resource setting
(2)
adversarial learning
(2)
depression detection
(2)
community question answering
(2)
extractive summarization
(1)
question answering
(1)
natural language generation
(1)
feature selection
(1)
information extraction
(1)
deep learning
(1)
domain adaptation
(1)
Papers
MAMA-Memeia! Multi-Aspect Multi-Agent Collaboration for Depressive Symptoms Identification in Memes
AAAI 2026
Overview of the PerAnsSumm 2025 Shared Task on Perspective-aware Healthcare Answer Summarization
NAACL 2025
Towards Understanding LLM-Generated Biomedical Lay Summaries
NAACL 2025
No perspective, no perception!! Perspective-aware Healthcare Answer Summarization
ACL 2024
Towards Identifying Fine-Grained Depression Symptoms from Memes
ACL 2023
Towards Enhancing Health Coaching Dialogue in Low-Resource Settings
COLING 2022
Towards Summarizing Healthcare Questions in Low-Resource Setting
COLING 2022
Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction
ACL 2021
NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization
NAACL 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards
ACL 2021
Identifying Depressive Symptoms from Tweets: Figurative Language Enabled Multitask Learning Framework
COLING 2020
Medical Knowledge-enriched Textual Entailment Framework
COLING 2020
A Unified Multi-task Adversarial Learning Framework for Pharmacovigilance Mining
ACL 2019
Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment
NAACL 2018
Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection
EACL 2017