Sarah Masud Preum
5 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π Keyword Champion
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The Questioner
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Research topics
Keywords
large language model
(3)
natural language processing
(1)
text mining
(1)
direct preference optimization
(1)
weakly supervised learning
(1)
in-context learning
(1)
speech recognition
(1)
named entity recognition
(1)
instruction following
(1)
event argument extraction
(1)
semantic matching
(1)
evaluation framework
(1)
supervised fine-tuning
(1)
concept extraction
(1)
prompt selection
(1)
text embedding
(1)
distributional shift
(1)
retrieval-augmented generation
(1)
performance degradation
(1)
out-of-distribution robustness
(1)
Papers
How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting
ACL 2026
Measuring Distribution Shift in User Prompts and Its Effects on LLM Performance
ACL 2026
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction
EMNLP 2025
Statistical Depth for Ranking and Characterizing Transformer-Based Text Embeddings
EMNLP 2023
EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response
AAAI 2020