Matthew Shu
4 papers · 2021–2025 · 1 conference · across top CS/AI conferences
Achievements
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๐ Renaissance Researcher (5) ๐ Interdisciplinary Bridge ๐บ๏ธ Taxonomy Completionist (12) ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird
๐
Cross-Pollinator
(15)
Conferences
EMNLP (4)
Top co-authors
Research topics
Keywords
large language model
(2)
plan generation
(1)
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)
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
KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students
EMNLP 2024
A SMART Mnemonic Sounds like โGlue Tonicโ: Mixing LLMs with Student Feedback to Make Mnemonic Learning Stick
EMNLP 2024
Eliciting Bias in Question Answering Models through Ambiguity
EMNLP 2021