Sarah M. Preum
9 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
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Research topics
Natural Language Processing
(8)
Applications
(7)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Application Areas
(3)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Interdisciplinary
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Social
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Keywords
text classification
(2)
social media analysis
(2)
large language model
(2)
text generation
(2)
information extraction
(2)
document-level extraction
(1)
multimodal learning
(1)
data augmentation
(1)
argument extraction
(1)
information seeking
(1)
stance detection
(1)
cross-modal alignment
(1)
multi-label classification
(1)
event argument extraction
(1)
low-resource language
(1)
audio processing
(1)
speech recognition
(1)
electronic health record
(1)
attention mechanism
(1)
natural language processing
(1)
Papers
Document-Level Event-Argument Data Augmentation for Challenging Role Types
ACL 2025
Follow-up Question Generation For Enhanced Patient-Provider Conversations
ACL 2025
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection
EACL 2024
Characterizing Information Seeking Events in Health-Related Social Discourse
AAAI 2024
Deciphering Hate: Identifying Hateful Memes and Their Targets
ACL 2024
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments
EMNLP 2024
Chain-of-Thought Embeddings for Stance Detection on Social Media
EMNLP 2023
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity
EMNLP 2023
GRACE: Generating Summary Reports Automatically for Cognitive Assistance in Emergency Response
AAAI 2020