clinical summarization

Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital EACL 2026 Fact-Controlled Diagnosis of Hallucinations in Medical Text Summarization Interspeech 2025 LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis IJCNLP 2025 Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA AACL 2025 Patient-Centric Multilingual Question Answering and Summary Generation for Head and Neck Cancer and Blood Donation AACL 2025 Patient-Centric Question Answering- Overview of the Shared Task at the Second Workshop on NLP and AI for Multilingual and Healthcare Communication AACL 2025 uMedSum: A Unified Framework for Clinical Abstractive Summarization ACL 2025 EPFL-MAKE at “Discharge Me!”: An LLM System for Automatically Generating Discharge Summaries of Clinical Electronic Health Record ACL 2024 Roux-lette at “Discharge Me!”: Reducing EHR Chart Burden with a Simple, Scalable, Clinician-Driven AI Approach ACL 2024 SYNFAC-EDIT: Synthetic Imitation Edit Feedback for Factual Alignment in Clinical Summarization EMNLP 2024 Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023 A Meta-Evaluation of Faithfulness Metrics for Long-Form Hospital-Course Summarization MLHC 2023 Calvados at MEDIQA-Chat 2023: Improving Clinical Note Generation with Multi-Task Instruction Finetuning ACL 2023 IUTEAM1 at MEDIQA-Chat 2023: Is simple fine tuning effective for multi layer summarization of clinical conversations? ACL 2023 KnowLab at RadSum23: comparing pre-trained language models in radiology report summarization ACL 2023 MedicalSum: A Guided Clinical Abstractive Summarization Model for Generating Medical Reports from Patient-Doctor Conversations EMNLP 2022 Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models COLING 2022 Generating SOAP Notes from Doctor-Patient Conversations Using Modular Summarization Techniques ACL 2021 Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization ACL 2020