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Clinical NLP

84 papers

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Papers

Findings of the WMT 2024 Biomedical Translation Shared Task: Test Sets on Abstract Level EMNLP 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
Dataset Debt in Biomedical Language Modeling ACL 2022
Towards Generalizable Methods for Automating Risk Score Calculation ACL 2022
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media EMNLP 2022
Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection EMNLP 2022
Automatic Patient Note Assessment without Strong Supervision EMNLP 2022
Exploring the Efficacy of Generic Drugs in Treating Cancer AAAI 2021
How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021
Exploring a Unified Sequence-To-Sequence Transformer for Medical Product Safety Monitoring in Social Media EMNLP 2021
Investigating non lexical markers of the language of schizophrenia in spontaneous conversations EMNLP 2021
A Linguistic Annotation Framework to Study Interactions in Multilingual Healthcare Conversational Forums EMNLP 2021
Zero-Shot Clinical Questionnaire Filling From Human-Machine Interactions EMNLP 2021
Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts ACL 2020
BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020
A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs ACL 2020
Explainable Clinical Decision Support from Text EMNLP 2020
Learning to ground medical text in a 3D human atlas EMNLP 2020
Target Concept Guided Medical Concept Normalization in Noisy User-Generated Texts 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
Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ACL 2019