Healthcare & Medicine › Clinical ›

Medical NLP

324 directly classified papers

Papers per year

Papers

Exploring Partial Knowledge Base Inference in Biomedical Entity Linking ACL 2023

Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023

Replace and Report: NLP Assisted Radiology Report Generation ACL 2023

UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition ACL 2023

Detecting Contradictory COVID-19 Drug Efficacy Claims from Biomedical Literature ACL 2023

Human-in-the-loop Evaluation for Early Misinformation Detection: A Case Study of COVID-19 Treatments ACL 2023

Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification ACL 2023

A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires ACL 2023

Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language ACL 2023

Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023

MidMed: Towards Mixed-Type Dialogues for Medical Consultation ACL 2023

Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023

Medical Dialogue Generation via Dual Flow Modeling ACL 2023

KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition ACL 2023

Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue ACL 2023

Medical knowledge-enhanced prompt learning for diagnosis classification from clinical text ACL 2023

Multilingual Clinical NER: Translation or Cross-lingual Transfer? ACL 2023

Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023

A Survey of Evaluation Methods of Generated Medical Textual Reports ACL 2023

Identifying Early Maladaptive Schemas from Mental Health Question Texts EMNLP 2023

Can Social Media Inform Dietary Approaches for Health Management? A Dataset and Benchmark for Low-Carb Diet ACL 2023

WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023

Dialogue Medical Information Extraction with Medical-Item Graph and Dialogue-Status Enriched Representation EMNLP 2023

KnowLab at RadSum23: comparing pre-trained language models in radiology report summarization ACL 2023

SYMPTOMIFY: Transforming Symptom Annotations with Language Model Knowledge Harvesting EMNLP 2023