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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

Retrieve, Generate, Evaluate: A Case Study for Medical Paraphrases Generation with Small Language Models ACL 2024
RIGA at SMM4H-2024 Task 1: Enhancing ADE discovery with GPT-4 ACL 2024
SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization ACL 2024
Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers ACL 2024
PolyuCBS at SMM4H 2024: LLM-based Medical Disorder and Adverse Drug Event Detection with Low-rank Adaptation ACL 2024
Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024
ADE Oracle at #SMM4H 2024: A Two-Stage NLP System for Extracting and Normalizing Adverse Drug Events from Tweets ACL 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
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
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
MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning EMNLP 2024
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records 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
Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach EMNLP 2024
GREEN: Generative Radiology Report Evaluation and Error Notation EMNLP 2024
LLM Questionnaire Completion for Automatic Psychiatric Assessment EMNLP 2024
On Creating an English-Thai Code-switched Machine Translation in Medical Domain EMNLP 2024
MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024
Understanding Faithfulness and Reasoning of Large Language Models on Plain Biomedical Summaries EMNLP 2024
README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024