Jonathan Amar
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Top co-authors
Research topics
Keywords
filtering mechanism
(2)
parameter-efficient fine-tuning
(1)
noisy label
(1)
retrieval-augmented generation
(1)
conversational agent
(1)
generative agent
(1)
fine tuning
(1)
health coaching
(1)
healthcare question answering
(1)
expert annotation
(1)
behavior change
(1)
synthetic user
(1)
llms
(1)
schedule-of-event tables
(1)
evaluation framework
(1)
query alignment
(1)
Papers
Sleepless Nights, Sugary Days: Creating Synthetic Users with Health Conditions for Realistic Coaching Agent Interactions
ACL 2025
The Geometry of Queries: Query-Based Innovations in Retrieval-Augmented Generation for Healthcare QA
MLHC 2025
Selective Fine-tuning on LLM-labeled Data May Reduce Reliance on Human Annotation: A Case Study Using Schedule-of-Event Table Detection
MLHC 2024