Falwah Alhamed
5 papers · 2022–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
text classification
(4)
mental health
(3)
social media
(3)
suicide risk
(2)
transformer model
(2)
social media analysis
(2)
large language model
(2)
depression severity
(1)
social anxiety
(1)
symptom detection
(1)
precision score
(1)
lexicon-based approach
(1)
mood prediction
(1)
inter-rater agreement
(1)
language usage
(1)
class imbalance
(1)
suicide risk assessment
(1)
mental health detection
(1)
depression detection
(1)
evidence extraction
(1)
Papers
Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study
COLING 2024
Experimenting with Transformer-based and Large Language Models for Classifying Effects of Outdoor Spaces on Social Anxiety in Social Media Data
ACL 2024
Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines
ACL 2024
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data
EACL 2024
Predicting Moments of Mood Changes Overtime from Imbalanced Social Media Data
NAACL 2022