Clinical NLP

A Natural Language Processing System for National COVID-19 Surveillance in the US Department of Veterans Affairs ACL 2020 Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature EMNLP 2020 Answering Questions on COVID-19 in Real-Time EMNLP 2020 Assessing population-level symptoms of anxiety, depression, and suicide risk in real time using NLP applied to social media data EMNLP 2020 Assessment of DistilBERT performance on Named Entity Recognition task for the detection of Protected Health Information and medical concepts EMNLP 2020 A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020 A Time-Aware Transformer Based Model for Suicide Ideation Detection on Social Media EMNLP 2020 Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization ACL 2020 Automated Scoring of Clinical Expressive Language Evaluation Tasks ACL 2020 Automatic Speech Recognition for ILSE-Interviews: Longitudinal Conversational Speech Recordings Covering Aging and Cognitive Decline Interspeech 2020 Biomedical Entity Representations with Synonym Marginalization ACL 2020 BlaBla: Linguistic Feature Extraction for Clinical Analysis in Multiple Languages Interspeech 2020 Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes ACL 2020 Clinical Concept Linking with Contextualized Neural Representations ACL 2020 Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset ACL 2020 Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain ACL 2020 Collecting Verified COVID-19 Question Answer Pairs EMNLP 2020 Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT EMNLP 2020 Comparative Analysis of Text Classification Approaches in Electronic Health Records ACL 2020 CORA: A Deep Active Learning Covid-19 Relevancy Algorithm to Identify Core Scientific Articles EMNLP 2020 Defining and Learning Refined Temporal Relations in the Clinical Narrative EMNLP 2020 Entity-Enriched Neural Models for Clinical Question Answering ACL 2020 Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity ACL 2020 Evidence Inference 2.0: More Data, Better Models ACL 2020 Explainable Automated Fact-Checking for Public Health Claims EMNLP 2020