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Medical NLP

324 directly classified papers

Papers per year

Papers

LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025

Knowledge-Augmented Multimodal Clinical Rationale Generation for Disease Diagnosis with Small Language Models ACL 2025

On Creating an English-Thai Code-switched Machine Translation in Medical Domain EMNLP 2024

GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024

MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024

Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024

MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ACL 2024

Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024

RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4 ACL 2024

Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024

LLM Questionnaire Completion for Automatic Psychiatric Assessment EMNLP 2024

SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization ACL 2024

Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach EMNLP 2024

Understanding Faithfulness and Reasoning of Large Language Models on Plain Biomedical Summaries EMNLP 2024

MedReadMe: A Systematic Study for Fine-grained Sentence Readability in Medical Domain EMNLP 2024

DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 2024

Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024

BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024

Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System ACL 2024

Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024

MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning EMNLP 2024

Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ACL 2024

Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges ACL 2024

Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers ACL 2024