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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information EMNLP 2024
CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert Models EMNLP 2024
Cochrane-auto: An Aligned Dataset for the Simplification of Biomedical Abstracts EMNLP 2024
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care NIPS 2023
Improving Biomedical Entity Linking with Cross-Entity Interaction AAAI 2023
Med-EASi: Finely Annotated Dataset and Models for Controllable Simplification of Medical Texts AAAI 2023
“Nothing Abnormal”: Disambiguating Medical Reports via Contrastive Knowledge Infusion AAAI 2023
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue ACL 2023
Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023
MidMed: Towards Mixed-Type Dialogues for Medical Consultation ACL 2023
Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023
Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language ACL 2023
A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires ACL 2023
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
Medical Dialogue Generation via Dual Flow Modeling ACL 2023
KNSE: A Knowledge-aware Natural Language Inference Framework for Dialogue Symptom Status Recognition ACL 2023
Replace and Report: NLP Assisted Radiology Report Generation ACL 2023
Race, Gender, and Age Biases in Biomedical Masked Language Models ACL 2023
Exploring Partial Knowledge Base Inference in Biomedical Entity Linking ACL 2023
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023
An end-to-end neural model based on cliques and scopes for frame extraction in long breast radiology reports ACL 2023
Biomedical Document Classification with Literature Graph Representations of Bibliographies and Entities ACL 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