clinical natural language processing

A Modular Approach for Clinical SLMs Driven by Synthetic Data with Pre-Instruction Tuning, Model Merging, and Clinical-Tasks Alignment ACL 2025 Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction NAACL 2025 Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025 Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025 High-Quality Medical Dialogue Synthesis for Improving EMR Generation EMNLP 2025 Prompting Large Language Models for Italian Clinical Reports: A Benchmark Study ACL 2025 ROBOTO2: An Interactive System and Dataset for LLM-assisted Clinical Trial Risk of Bias Assessment EMNLP 2025 Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text EMNLP 2025 Taming the Real-world Complexities in CPT E/M Coding with Large Language Models EMNLP 2025 Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025 CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation EMNLP 2024 Instruction Tuning Large Language Models to Understand Electronic Health Records NeurIPS 2024 Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models ACL 2024 LlamaCare: An Instruction Fine-Tuned Large Language Model for Clinical NLP COLING 2024 clulab at MEDIQA-Chat 2023: Summarization and classification of medical dialogues ACL 2023 Development of pre-trained language models for clinical NLP in Spanish EACL 2023 Pre-trained language models in Spanish for health insurance coverage ACL 2023 SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023 Pretrained Biomedical Language Models for Clinical NLP in Spanish ACL 2022 Investigating non lexical markers of the language of schizophrenia in spontaneous conversations EMNLP 2021 Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021 BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020 Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder EMNLP 2020 Applications of Natural Language Processing in Clinical Research and Practice NAACL 2019 Classifying the reported ability in clinical mobility descriptions ACL 2019