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Medical NLP

324 directly classified papers

Papers per year

Papers

CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models EMNLP 2024
BIT@UA at #SMM4H 2024 Tasks 1 and 5: finding adverse drug events and children’s medical disorders in English tweets ACL 2024
FORCE: A Benchmark Dataset for Foodborne Disease Outbreak and Recall Event Extraction from News ACL 2024
ADE Oracle at #SMM4H 2024: A Two-Stage NLP System for Extracting and Normalizing Adverse Drug Events from Tweets ACL 2024
GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024
LLM Questionnaire Completion for Automatic Psychiatric Assessment EMNLP 2024
Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024
On Creating an English-Thai Code-switched Machine Translation in Medical Domain EMNLP 2024
MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024
MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning EMNLP 2024
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024
MedReadMe: A Systematic Study for Fine-grained Sentence Readability in Medical Domain EMNLP 2024
Adversarial Text Generation using Large Language Models for Dementia Detection EMNLP 2024
MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning EMNLP 2024
Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 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
Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments ACL 2023
Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature ACL 2023
A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires ACL 2023
Medical Dialogue Generation via Dual Flow Modeling ACL 2023
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023