Matthew Shu
4 papers · 2021–2025 · 1 venue · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Interdisciplinary
(2)
Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Education
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Social
(1)
Keywords
large language model
(2)
direct preference optimization
(1)
question answering
(1)
bias detection
(1)
educational technology
(1)
deep learning
(1)
reinforcement learning from human feedback
(1)
bayesian model
(1)
model alignment
(1)
spaced repetition
(1)
human feedback
(1)
retrieval-augmented generation
(1)
student model
(1)
ambiguous question
(1)
knowledge tracing
(1)
user preference
(1)
student feedback
(1)
mnemonic generation
(1)
helpfulness alignment
(1)
helpfulness evaluation
(1)
Papers
A Good Plan is Hard to Find: Aligning Models with Preferences is Misaligned with What Helps Users
EMNLP 2025
A SMART Mnemonic Sounds like “Glue Tonic”: Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick
EMNLP 2024
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students
EMNLP 2024
Eliciting Bias in Question Answering Models through Ambiguity
EMNLP 2021