Paul Denny
4 papers · 2022–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(22)
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Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(3)
Deep Learning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Applications · Natural Language Processing
(2)
Architectures
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Core Methods
(1)
Keywords
contrastive learning
(2)
large language model
(2)
text classification
(1)
logical reasoning
(1)
attention mechanism
(1)
natural language inference
(1)
data augmentation
(1)
text generation
(1)
explanation generation
(1)
abstract meaning representation
(1)
educational technology
(1)
textual entailment
(1)
cold-start problem
(1)
peer learning
(1)
multiple-choice question
(1)
question embedding
(1)
graph neural network
(1)
neural network
(1)
student performance prediction
(1)
question quality
(1)
Papers
Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models
AAAI 2025
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning
ACL 2024
Enhancing Student Performance Prediction on Learnersourced Questions with SGNN-LLM Synergy
AAAI 2024
DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions
AAAI 2022