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Papers
EvalSense: A Framework for Domain-Specific LLM (Meta-)Evaluation
EACL 2026
Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes
EACL 2026
Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation
ACL 2025
Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness
EMNLP 2025
ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts
IJCNLP 2025
Code Like Humans: A Multi-Agent Solution for Medical Coding
EMNLP 2025
Converting Annotated Clinical Cases into Structured Case Report Forms
ACL 2025
Error Detection in Medical Note through Multi Agent Debate
ACL 2025
Evaluating Structured Output Robustness of Small Language Models for Open Attribute-Value Extraction from Clinical Notes
ACL 2025
FactEHR: A Dataset for Evaluating Factuality in Clinical Notes Using LLMs
MLHC 2025
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes
EMNLP 2025
Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models
MLHC 2025
KR Labs at ArchEHR-QA 2025: A Verbatim Approach for Evidence-Based Question Answering
ACL 2025
MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes
ACL 2025
ProMedTS: A Self-Supervised, Prompt-Guided Multimodal Approach for Integrating Medical Text and Time Series
ACL 2025
SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes
ICML 2025
The Effectiveness of Uncased Tokeniziaion for Clinical Notes
ACL 2025
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
ACL 2024
A teacher-teacher framework for clinical language representation learning
NeurIPS 2024
Automated Scoring of Clinical Patient Notes: Findings From the Kaggle Competition and Their Translation into Practice
NAACL 2024
Automatic sentence segmentation of clinical record narratives in real-world data
EMNLP 2024
CLD-MEC at MEDIQA- CORR 2024 Task: GPT-4 Multi-Stage Clinical Chain of Thought Prompting for Medical Errors Detection and Correction
NAACL 2024
Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records
ACL 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models
NeurIPS 2024
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records
NeurIPS 2024