Peter Baldwin
6 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Diamond 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
🏆
Keyword Champion
(3)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(6)
Interdisciplinary
(4)
Core Methods
(4)
Natural Language Processing
(3)
Education
(3)
Deep Learning
(2)
Applications
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Speech & Audio
(1)
Analysis
(1)
Application Areas
(1)
Clinical
(1)
Keywords
difficulty prediction
(3)
linguistic feature
(2)
medical education
(2)
item difficulty prediction
(2)
medical exam
(2)
text classification
(1)
natural language processing
(1)
transfer learning
(1)
educational technology
(1)
adversarial training
(1)
machine learning
(1)
response time
(1)
adversarial attack
(1)
ensemble method
(1)
feature extraction
(1)
clustering method
(1)
word embedding
(1)
item response theory
(1)
synthetic training data
(1)
question answering
(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
Findings from the First Shared Task on Automated Prediction of Difficulty and Response Time for Multiple-Choice Questions
NAACL 2024
Using Linguistic Features to Predict the Response Process Complexity Associated with Answering Clinical MCQs
EACL 2021
Predicting the Difficulty and Response Time of Multiple Choice Questions Using Transfer Learning
ACL 2020
Predicting the Difficulty of Multiple Choice Questions in a High-stakes Medical Exam
ACL 2019