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Clinical NLP

77 directly classified papers

Papers per year

Papers

A Risk-Averse Mechanism for Suicidality Assessment on Social Media 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
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
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
Predicting Depression in Screening Interviews from Latent Categorization of Interview Prompts ACL 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
Explainable Clinical Decision Support from Text EMNLP 2020
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
Conceptualisation and Annotation of Drug Nonadherence Information for Knowledge Extraction from Patient-Generated Texts EMNLP 2019
Analysis of Automatic Annotation Suggestions for Hard Discourse-Level Tasks in Expert Domains ACL 2019
ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing ACL 2019
Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph EMNLP 2019
Learning to Infer Entities, Properties and their Relations from Clinical Conversations EMNLP 2019
Investigating the Challenges of Temporal Relation Extraction from Clinical Text EMNLP 2018
Identifying Risk Factors For Heart Disease in Electronic Medical Records: A Deep Learning Approach ACL 2018
Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning ACL 2018