Medical NLP

Medical Dialogue Generation via Dual Flow Modeling ACL 2023 Medical knowledge-enhanced prompt learning for diagnosis classification from clinical text ACL 2023 Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding EMNLP 2023 MidMed: Towards Mixed-Type Dialogues for Medical Consultation ACL 2023 Multilingual Clinical NER: Translation or Cross-lingual Transfer? ACL 2023 Navigating Data Scarcity: Pretraining for Medical Utterance Classification ACL 2023 NERvous About My Health: Constructing a Bengali Medical Named Entity Recognition Dataset EMNLP 2023 “Nothing Abnormal”: Disambiguating Medical Reports via Contrastive Knowledge Infusion AAAI 2023 Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023 Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification ACL 2023 Replace and Report: NLP Assisted Radiology Report Generation ACL 2023 SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023 shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023 SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization ACL 2023 SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023 Teddysum at MEDIQA-Chat 2023: an analysis of fine-tuning strategy for long dialog summarization ACL 2023 Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification EMNLP 2023 Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language ACL 2023 Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023 UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition ACL 2023 Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023 WangLab at MEDIQA-Chat 2023: Clinical Note Generation from Doctor-Patient Conversations using Large Language Models ACL 2023 WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023 AnEMIC: A Framework for Benchmarking ICD Coding Models EMNLP 2022 A Novel Framework Based on Medical Concept Driven Attention for Explainable Medical Code Prediction via External Knowledge ACL 2022