Shahla Farzana
6 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Machine Learning
(6)
Healthcare & Medicine
(4)
Application Areas
(4)
Clinical
(4)
Natural Language Processing
(3)
Applications
(3)
Core Methods
(3)
Speech & Audio
(2)
Analysis
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Recognition
(1)
Keywords
domain adaptation
(2)
dementia detection
(2)
spoken language
(2)
speech processing
(2)
automatic speech recognition
(1)
prompt learning
(1)
clinical diagnosis
(1)
clinical speech analysis
(1)
speech analysis
(1)
synthetic data generation
(1)
synthetic data
(1)
pre-trained language model
(1)
linguistic feature
(1)
clinical natural language processing
(1)
clinical text classification
(1)
clinical nlp
(1)
alzheimer disease detection
(1)
speech transcript
(1)
speech disfluency
(1)
multimodal feature
(1)
Papers
CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation
EMNLP 2024
Domain Adaptation via Prompt Learning for Alzheimer’s Detection
EMNLP 2024
SLaCAD: A Spoken Language Corpus for Early Alzheimer’s Disease Detection
COLING 2024
Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language
ACL 2023
How You Say It Matters: Measuring the Impact of Verbal Disfluency Tags on Automated Dementia Detection
ACL 2022
Exploring MMSE Score Prediction Using Verbal and Non-Verbal Cues
Interspeech 2020