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Papers
Fine-tuning LLMs to Extract Epilepsy Seizure Frequency Data from Health Records
ACL 2025
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling
NAACL 2025
TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records
IJCAI 2025
UTSamuel at ArchEHR-QA 2025: A Clinical Question Answering System for Responding to Patient Portal Messages Using Generative AI
ACL 2025
A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks
NAACL 2024
A Virtual Patient Dialogue System Based on Question-Answering on Clinical Records
COLING 2024
Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints
NAACL 2024
How to use Language Models for Synthetic Text Generation in Cerebrovascular Disease-specific Medical Reports
EACL 2024
ProbGate at EHRSQL 2024: Enhancing SQL Query Generation Accuracy through Probabilistic Threshold Filtering and Error Handling
NAACL 2024
Characterization of Stigmatizing Language in Medical Records
ACL 2023
Intersectionality and Testimonial Injustice in Medical Records
ACL 2023
Retrieve, Reason, and Refine: Generating Accurate and Faithful Patient Instructions
NeurIPS 2022
Classification of Syncope Cases in Norwegian Medical Records
EMNLP 2020
HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding
ACL 2020
Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records
ACL 2019
Audio De-identification - a New Entity Recognition Task
NAACL 2019