Clinical NLP

Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction AAAI 2025 MetninOzU at BioLaySumm2025: Text Summarization with Reverse Data Augmentation and Injecting Salient Sentences ACL 2025 MNLP at PerAnsSumm: A Classifier-Refiner Architecture for Improving the Classification of Consumer Health User Responses NAACL 2025 Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025 Multilingual Symptom Detection on Social Media: Enhancing Health-related Fact-checking with LLMs ACL 2025 MultiMSD: A Corpus for Multilingual Medical Text Simplification from Online Medical References ACL 2025 Named Entity Inference Attacks on Clinical LLMs: Exploring Privacy Risks and the Impact of Mitigation Strategies NAACL 2025 Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025 Neural at ArchEHR-QA 2025: Agentic Prompt Optimization for Evidence-Grounded Clinical Question Answering ACL 2025 Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025 OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025 Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025 Overview of the PerAnsSumm 2025 Shared Task on Perspective-aware Healthcare Answer Summarization NAACL 2025 Prefix-Enhanced Large Language Models with Reused Training Data in Multi-Turn Medical Dialogue NAACL 2025 Preliminary Evaluation of an Open-Source LLM for Lay Translation of German Clinical Documents NAACL 2025 Process-Supervised Reward Models for Verifying Clinical Note Generation: A Scalable Approach Guided by Domain Expertise EMNLP 2025 PsyTEx: A Knowledge-Guided Approach to Refining Text for Psychological Analysis NAACL 2025 RadQA-DPO: A Radiology Question Answering System with Encoder-Decoder Models Enhanced by Direct Preference Optimization ACL 2025 RainCityNLP at BioLaySumm2025: Extract then Summarize at Home ACL 2025 RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025 razreshili at ArchEHR-QA 2025: Contrastive Fine-Tuning for Retrieval-Augmented Biomedical QA ACL 2025 Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025 RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025 ReEvalMed: Rethinking Medical Report Evaluation by Aligning Metrics with Real-World Clinical Judgment EMNLP 2025 ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025