Polina Harik
7 papers · 2020–2025 · 3 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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๐ Interdisciplinary Bridge ยท Diamond ๐ Academic Marathon ยท Sprint ๐บ๏ธ Taxonomy Completionist (16) ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Bronze
๐
Keyword Champion
(2)
๐
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
text classification
(2)
clinical note
(2)
automated scoring
(2)
natural language processing
(2)
short answer grading
(2)
response time
(1)
corpus creation
(1)
adversarial robustness
(1)
medical nlp
(1)
educational technology
(1)
ensemble learning
(1)
machine learning
(1)
adversarial training
(1)
adversarial attack
(1)
difficulty prediction
(1)
ensemble method
(1)
item response theory
(1)
synthetic training data
(1)
masked language modeling
(1)
transfer learning
(1)
Papers
Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability
ACL 2025
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems
ACL 2025
Automated Scoring of Clinical Patient Notes: Findings From the Kaggle Competition and Their Translation into Practice
NAACL 2024
Findings from the First Shared Task on Automated Prediction of Difficulty and Response Time for Multiple-Choice Questions
NAACL 2024
ACTA: Short-Answer Grading in High-Stakes Medical Exams
ACL 2023
The USMLEยฎ Step 2 Clinical Skills Patient Note Corpus
NAACL 2022
Automated Prediction of Examinee Proficiency from Short-Answer Questions
COLING 2020