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Medical NLP

324 directly classified papers

Papers per year

Papers

MDC at BioLaySumm Task 1: Evaluating GPT Models for Biomedical Lay Summarization ACL 2023
NERvous About My Health: Constructing a Bengali Medical Named Entity Recognition Dataset EMNLP 2023
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023
Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding EMNLP 2023
SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023
SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization ACL 2023
A Survey of Evaluation Methods of Generated Medical Textual Reports ACL 2023
Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification ACL 2023
Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023
WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition ACL 2023
Multilingual Clinical NER: Translation or Cross-lingual Transfer? ACL 2023
Medical knowledge-enhanced prompt learning for diagnosis classification from clinical text ACL 2023
Cross-domain German Medical Named Entity Recognition using a Pre-Trained Language Model and Unified Medical Semantic Types ACL 2023
Knowledge Injection for Disease Names in Logical Inference between Japanese Clinical Texts ACL 2023
Context-aware Medication Event Extraction from Unstructured Text ACL 2023
Navigating Data Scarcity: Pretraining for Medical Utterance Classification ACL 2023
ISIKSumm at BioLaySumm Task 1: BART-based Summarization System Enhanced with Bio-Entity Labels ACL 2023
LHS712EE at BioLaySumm 2023: Using BART and LED to summarize biomedical research articles ACL 2023
Improving Biomedical Abstractive Summarisation with Knowledge Aggregation from Citation Papers EMNLP 2023
Divide and Conquer: An Extreme Multi-Label Classification Approach for Coding Diseases and Procedures in Spanish EMNLP 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022
Knowledge-Rich Self-Supervision for Biomedical Entity Linking EMNLP 2022