Healthcare & Medicine

Leveraging Knowledge Graph-Enhanced LLMs for Context-Aware Medical Consultation EMNLP 2025 Leveraging Large Language Models for Spontaneous Speech-Based Suicide Risk Detection Interspeech 2025 Leveraging Ordinal Information for Speech-based Depression Classification Interspeech 2025 Leveraging Text and Speech Processing for Suicide Risk Classification in Chinese Adolescents Interspeech 2025 LIDDIA: Language-based Intelligent Drug Discovery Agent EMNLP 2025 LiFE-Net: Longitudinal information Fusion for Enhanced lesion detection in unsupervised learning contexts MIDL 2025 Lightweight LLM Adaptation for Medical Summarisation: Roux-lette at PerAnsSumm Shared Task NAACL 2025 LIMICS at ArchEHR-QA 2025: Prompting LLMs Beats Fine-Tuned Embeddings ACL 2025 Linking Language-based Distortion Detection to Mental Health Outcomes NAACL 2025 Listening to Patients: Detecting and Mitigating Patient Misreport in Medical Dialogue System ACL 2025 ListenNet: A Lightweight Spatio-Temporal Enhancement Nested Network for Auditory Attention Detection IJCAI 2025 LLM as Entity Disambiguator for Biomedical Entity-Linking ACL 2025 LLM Based Efficient CSR Summarization using Structured Fact Extraction and Feedback NAACL 2025 LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction NAACL 2025 LLMs as Medical Safety Judges: Evaluating Alignment with Human Annotation in Patient-Facing QA ACL 2025 LLMs Can Simulate Standardized Patients via Agent Coevolution ACL 2025 LLMs Do Not See Age: Assessing Demographic Bias in Automated Systematic Review Synthesis IJCNLP 2025 LMO: Linear Mamba Operator for MRI Reconstruction CVPR 2025 LMU at PerAnsSumm 2025: LlaMA-in-the-loop at Perspective-Aware Healthcare Answer Summarization Task 2.2 Factuality NAACL 2025 Local Interference: Removing Interference Bias in Semi-Parametric Causal Models CLeaR 2025 Location-Aware Target Speaker Extraction for Hearing Aids Interspeech 2025 Longitudinal anatomical attention maps for recognizing diagnostic errors from radiologists’ eye movements MICCAI 2025 Long-Term Development of Attitudes towards Schizophrenia and Depression in Scientific Abstracts ACL 2025 Long-Term EEG Partitioning for Seizure Onset Detection AAAI 2025 Loose Social-Interaction Recognition in Real-World Therapy Scenarios WACV 2025