Ethan Robert Casin
4 papers · 2025–2026 · 1 conference · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
❓
The Questioner
Conferences
ACL (4)
Top co-authors
Keywords
large language model
(3)
semantic consistency
(1)
selective prediction
(1)
prediction error
(1)
uncertainty estimation
(1)
retrieval-augmented generation
(1)
clinical note
(1)
bayesian knowledge tracing
(1)
agent-based modeling
(1)
personalized learning
(1)
clinical note generation
(1)
curriculum alignment
(1)
reliability evaluation
(1)
semantic entropy
(1)
healthcare documentation
(1)
role performance
(1)
learner profiling
(1)
educational simulation
(1)
answer instability
(1)
Papers
PathBuilder: A Quality-Controlled LLM System for Personalized Learning Pathways
ACL 2026
When Models Hesitate: Answer Instability as a Label-Free Uncertainty Signal for LLMs
ACL 2026
Foundations of PEERS: Assessing LLM Role Performance in Educational Simulations
ACL 2025
Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation
ACL 2025