Kristen Howell
5 papers · 2018–2023 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Application Areas
(3)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications
(1)
Core AI
(1)
Core Methods
(1)
Foundations
(1)
Learning Types Β· Deep Learning
(1)
Learning Types Β· Machine Learning
(1)
Optimization & Theory
(1)
Privacy
(1)
Keywords
knowledge distillation
(2)
domain adaptation
(1)
feature extraction
(1)
prompt engineering
(1)
named entity recognition
(1)
linguistic annotation
(1)
machine learning
(1)
error rate
(1)
privacy risk
(1)
cost optimization
(1)
multilingual bert
(1)
demographic bia
(1)
large language model
(1)
pathology report
(1)
negation scope detection
(1)
pii masking
(1)
name detection
(1)
cancer laterality classification
(1)
linguistic processing
(1)
typological analysis
(1)
Papers
The economic trade-offs of large language models: A case study
ACL 2023
Behind the Mask: Demographic bias in name detection for PII masking
ACL 2022
Domain-specific knowledge distillation yields smaller and better models for conversational commerce
ACL 2022
Clausal Modifiers in the Grammar Matrix
COLING 2018
Improving Feature Extraction for Pathology Reports with Precise Negation Scope Detection
COLING 2018