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Papers
LAB-KG: A Retrieval-Augmented Generation Method with Knowledge Graphs for Medical Lab Test Interpretation
COLING 2025
A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation
ACL 2024
EPFL-MAKE at “Discharge Me!”: An LLM System for Automatically Generating Discharge Summaries of Clinical Electronic Health Record
ACL 2024
Generation and Evaluation of Synthetic Endoscopy Free-Text Reports with Differential Privacy
ACL 2024
Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models
ACL 2024
EchoGen: Generating Conclusions from Echocardiogram Notes
ACL 2022
MedWriter: Knowledge-Aware Medical Text Generation
COLING 2020
Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes
EMNLP 2019
Generating Continuous Representations of Medical Texts
NAACL 2018