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Clinical NLP

77 directly classified papers

Papers per year

Papers

Depression Detection on Social Media with Large Language Models EMNLP 2025
LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review ACL 2025
Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency EMNLP 2025
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes EMNLP 2025
DECT: Harnessing LLM-assisted Fine-Grained Linguistic Knowledge and Label-Switched and Label-Preserved Data Generation for Diagnosis of Alzheimer’s Disease AAAI 2025
Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice ACL 2025
GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German ACL 2025
PetEVAL: A veterinary free text electronic health records benchmark ACL 2025
CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM EMNLP 2025
Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025
RedactOR: An LLM-Powered Framework for Automatic Clinical Data De-Identification ACL 2025
uMedSum: A Unified Framework for Clinical Abstractive Summarization ACL 2025
RareSyn: Health Record Synthesis for Rare Disease Diagnosis EMNLP 2025
AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025
TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records IJCAI 2025
Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ACL 2025
scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation ACL 2025
DDxTutor: Clinical Reasoning Tutoring System with Differential Diagnosis-Based Structured Reasoning ACL 2025
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
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation ACL 2024
Incorporating Word Count Information into Depression Risk Summary Generation: INF@UoS CLPsych 2024 Submission EACL 2024
LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024