Clinical NLP

RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024 Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 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 A Risk-Averse Mechanism for Suicidality Assessment on Social Media ACL 2022 Automatic Patient Note Assessment without Strong Supervision EMNLP 2022 Dataset Debt in Biomedical Language Modeling ACL 2022 Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection EMNLP 2022 Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media EMNLP 2022 Towards Generalizable Methods for Automating Risk Score Calculation ACL 2022 A Linguistic Annotation Framework to Study Interactions in Multilingual Healthcare Conversational Forums EMNLP 2021 Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media EMNLP 2021 Exploring the Efficacy of Generic Drugs in Treating Cancer AAAI 2021 How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021 Investigating non lexical markers of the language of schizophrenia in spontaneous conversations EMNLP 2021 Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions EMNLP 2021 A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs ACL 2020 BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020 Explainable Clinical Decision Support from Text EMNLP 2020 Medical Concept Normalization in User-Generated Texts by Learning Target Concept Embeddings EMNLP 2020 Normalization of Long-tail Adverse Drug Reactions in Social Media EMNLP 2020 Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts ACL 2020 Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts EMNLP 2020 Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ACL 2019