Joyce C. Ho
8 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
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The Questioner
Top co-authors
Research topics
Keywords
large language model
(4)
retrieval-augmented generation
(3)
domain adaptation
(1)
knowledge distillation
(1)
question answering
(1)
code generation
(1)
dense retrieval
(1)
parameter efficiency
(1)
personalized medicine
(1)
vision-language model
(1)
supervised fine-tuning
(1)
instruction fine-tuning
(1)
drug discovery
(1)
electronic health record
(1)
question generation
(1)
unsupervised pretraining
(1)
privacy risk
(1)
biomedical text
(1)
reasoning trace
(1)
self-attention mechanism
(1)
Papers
Reasoning Traces Shape Outputs but Models Won’t Say So
ACL 2026
Does Domain-Specific Retrieval Augmented Generation Help LLMs Answer Consumer Health Questions?
MLHC 2025
Retrieval-augmented GUI Agents with Generative Guidelines
EMNLP 2025
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
NAACL 2025
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
EMNLP 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records
EMNLP 2024
LLMSYN: Generating Synthetic Electronic Health Records Without Patient-Level Data
MLHC 2024
Self-Attention Based Molecule Representation for Predicting Drug-Target Interaction
MLHC 2019