Nigel Fernandez
7 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(27)
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(5)
Natural Language Processing
(4)
Learning Types · Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Generation
(3)
Applications
(2)
Bayesian & Probabilistic
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Clinical
(1)
Keywords
large language model
(3)
math education
(2)
distractor generation
(2)
multiple-choice question
(2)
error modeling
(2)
direct preference optimization
(2)
factuality evaluation
(1)
text generation
(1)
item response theory
(1)
reading comprehension
(1)
program synthesis
(1)
question generation
(1)
monte carlo tree search
(1)
visual programming
(1)
retrieval-augmented generation
(1)
symbolic execution
(1)
interpretable representation
(1)
error analysis
(1)
language model prompting
(1)
implicit question
(1)
Papers
KASER: Knowledge-Aligned Student Error Simulator for Open-Ended Coding Tasks
ACL 2026
LookAlike: Consistent Distractor Generation in Math MCQs
ACL 2025
SMART: Simulated Students Aligned with Item Response Theory for Question Difficulty Prediction
EMNLP 2025
DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions
EMNLP 2024
SyllabusQA: A Course Logistics Question Answering Dataset
ACL 2024
Improving Reading Comprehension Question Generation with Data Augmentation and Overgenerate-and-rank
ACL 2023
Synthesizing Tasks for Block-based Programming
NeurIPS 2020