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Clinical NLP

646 directly classified papers

Papers per year

Papers

Overview of the ArchEHR-QA 2025 Shared Task on Grounded Question Answering from Electronic Health Records ACL 2025
Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges ACL 2025
Data-Constrained Synthesis of Training Data for De-Identification ACL 2025
Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation ACL 2025
Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review ACL 2025
OccuTriage: An AI Agent Orchestration Framework for Occupational Health Triage Prediction ACL 2025
RecordTwin: Towards Creating Safe Synthetic Clinical Corpora ACL 2025
Section-Level Simplification of Biomedical Abstracts EMNLP 2025
Exploring Large Language Models for Detecting Mental Disorders EMNLP 2025
Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability ACL 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior EMNLP 2025
Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA IJCNLP 2025
Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025
Patient-Centric Question Answering- Overview of the Shared Task at the Second Workshop on NLP and AI for Multilingual and Healthcare Communication IJCNLP 2025
Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ACL 2025
Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models EACL 2024
SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials SEMEVAL 2024
R2V-MIF: Rule-to-Vector Contrastive Learning and Multi-channel Information Fusion for Therapy Recommendation IJCAI 2024
Inducing Clusters Deep Kernel Gaussian Process for Longitudinal Data AAAI 2024
Optimal Survival Trees: A Dynamic Programming Approach AAAI 2024
Cheap Ways of Extracting Clinical Markers from Texts EACL 2024
LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024
Detecting a Proxy for Potential Comorbid ADHD in People Reporting Anxiety Symptoms from Social Media Data EACL 2024