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Clinical NLP

77 directly classified papers

Papers per year

Papers

Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ACL 2024
Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ACL 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024
DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024
A Course Shared Task on Evaluating LLM Output for Clinical Questions ACL 2024
Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines ACL 2024
An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records EMNLP 2024
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024
Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024
On Creating an English-Thai Code-switched Machine Translation in Medical Domain EMNLP 2024
Crisis counselor language and perceived genuine concern in crisis conversations EMNLP 2024
Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation EMNLP 2024
Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration EMNLP 2024
Domain Adaptation via Prompt Learning for Alzheimer’s Detection EMNLP 2024
Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level EMNLP 2024
Instruction Tuning Large Language Models to Understand Electronic Health Records NIPS 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NIPS 2024
LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024
A Continual Pre-training Approach to Tele-Triaging Pregnant Women in Kenya AAAI 2023
Method for Designing Semantic Annotation of Sepsis Signs in Clinical Text ACL 2023
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023
Dataset Debt in Biomedical Language Modeling ACL 2022
Automatic Patient Note Assessment without Strong Supervision EMNLP 2022
Towards Generalizable Methods for Automating Risk Score Calculation ACL 2022