Alexander Scarlatos
12 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π€ Dynamic Duo (10)
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Dynamic Duo
(10)
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Renaissance Researcher
(5)
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Unstoppable Β· Bronze
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The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
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Venues
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Research topics
Natural Language Processing
(9)
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(7)
Generation
(6)
Deep Learning
(4)
Interdisciplinary
(4)
Application Areas
(4)
Applications
(4)
Models
(4)
Education
(3)
Learning Types Β· Machine Learning
(3)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Keywords
large language model
(6)
distractor generation
(4)
math education
(3)
multiple-choice question
(3)
direct preference optimization
(2)
question generation
(2)
error modeling
(2)
tutoring dialogue
(2)
data augmentation
(1)
text generation
(1)
variational inference
(1)
preference optimization
(1)
multi-label classification
(1)
item response theory
(1)
factuality evaluation
(1)
knowledge representation
(1)
dataset creation
(1)
language model
(1)
reward model
(1)
ranking model
(1)
Papers
Simulated Students in Tutoring Dialogues: Substance or Illusion?
ACL 2026
Exploring LLMs for Predicting Tutor Strategy and Student Outcomes in Dialogues
ACL 2025
Interpretable Mnemonic Generation for Kanji Learning via Expectation-Maximization
EMNLP 2025
LookAlike: Consistent Distractor Generation in Math MCQs
ACL 2025
SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction
EMNLP 2025
Adaptive Accompaniment with ReaLchords
ICML 2024
DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions
EMNLP 2024
Exploring Automated Distractor Generation for Math Multiple-choice Questions via Large Language Models
NAACL 2024
Improving Automated Distractor Generation for Math Multiple-choice Questions with Overgenerate-and-rank
NAACL 2024
SyllabusQA: A Course Logistics Question Answering Dataset
ACL 2024
Tree-Based Representation and Generation of Natural and Mathematical Language
ACL 2023
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language
SemEval 2022