Clinical NLP

TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records IJCAI 2025 uMedSum: A Unified Framework for Clinical Abstractive Summarization ACL 2025 A Course Shared Task on Evaluating LLM Output for Clinical Questions ACL 2024 An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records EMNLP 2024 Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration EMNLP 2024 CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024 Crisis counselor language and perceived genuine concern in crisis conversations EMNLP 2024 Detecting Suicide Risk Patterns using Hierarchical Attention Networks with Large Language Models EACL 2024 Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ACL 2024 DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics ACL 2024 DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NeurIPS 2024 Domain Adaptation via Prompt Learning for Alzheimer’s Detection EMNLP 2024 End-To-End Causal Effect Estimation from Unstructured Natural Language Data NeurIPS 2024 Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024 Extracting and Summarizing Evidence of Suicidal Ideation in Social Media Contents Using Large Language Models EACL 2024 Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level EMNLP 2024 Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024 Instruction Tuning Large Language Models to Understand Electronic Health Records NeurIPS 2024 Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation EMNLP 2024 Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark EMNLP 2024 LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024 Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines ACL 2024 On Creating an English-Thai Code-switched Machine Translation in Medical Domain EMNLP 2024 Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024 Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ACL 2024