Polina Harik
7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (16)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
Conferences
ACL (3)
NAACL (3)
COLING (1)
Top co-authors
Research topics
Keywords
text classification
(2)
short-answer grading
(2)
short answer grading
(2)
natural language processing
(2)
automated scoring
(2)
clinical note
(2)
response time
(1)
corpus creation
(1)
adversarial robustness
(1)
medical nlp
(1)
educational technology
(1)
machine learning
(1)
ensemble learning
(1)
adversarial attack
(1)
adversarial training
(1)
difficulty prediction
(1)
ensemble method
(1)
synthetic training datum
(1)
masked language modeling
(1)
item response theory
(1)
Papers
Enhancing Security and Strengthening Defenses in Automated Short-Answer Grading Systems
ACL 2025
Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability
ACL 2025
Findings from the First Shared Task on Automated Prediction of Difficulty and Response Time for Multiple-Choice Questions
NAACL 2024
Automated Scoring of Clinical Patient Notes: Findings From the Kaggle Competition and Their Translation into Practice
NAACL 2024
ACTA: Short-Answer Grading in High-Stakes Medical Exams
ACL 2023
The USMLE® Step 2 Clinical Skills Patient Note Corpus
NAACL 2022
Automated Prediction of Examinee Proficiency from Short-Answer Questions
COLING 2020