Ethan Robert Casin

4 papers · 2025–2026 · 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 (11) ❓ The Questioner

Venues

ACL (4)

Top co-authors

Christopher Monterola (4) Christian Alis (4) Jasper Meynard Arana (4) Kristine Ann M. Carandang (4) Daniel Stanley Tan (2) Keith Rick Piniera (1) John Andrew Mañacop (1) John Allen Manacop (1) Erika Fille Legara (1) Jesus Felix B. Valenzuela (1)

Research topics

Artificial Intelligence (4) Core AI (4) Healthcare & Medicine (1) Machine Learning (1) Natural Language Processing (1) Application Areas (1) Bayesian & Probabilistic (1) Clinical (1) Generation (1) Learning Types (1)

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 Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation ACL 2025 Foundations of PEERS: Assessing LLM Role Performance in Educational Simulations ACL 2025