Medical NLP

A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events EMNLP 2020 A Hybrid Deep Learning Approach for Spatial Trigger Extraction from Radiology Reports EMNLP 2020 A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature EMNLP 2020 A System for Medical Information Extraction and Verification from Unstructured Text AAAI 2020 A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer’s Type ACL 2020 Attend to Medical Ontologies: Content Selection for Clinical Abstractive Summarization ACL 2020 BENNERD: A Neural Named Entity Linking System for COVID-19 EMNLP 2020 BENTO: A Visual Platform for Building Clinical NLP Pipelines Based on CodaLab ACL 2020 BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020 BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining EMNLP 2020 BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition EMNLP 2020 Biomedical Entity Representations with Synonym Marginalization ACL 2020 Biomedical Event Extraction with Hierarchical Knowledge Graphs EMNLP 2020 CancerEmo: A Dataset for Fine-Grained Emotion Detection EMNLP 2020 Cancer Registry Information Extraction via Transfer Learning EMNLP 2020 Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation EMNLP 2020 COMETA: A Corpus for Medical Entity Linking in the Social Media EMNLP 2020 COVID-QA: A Question Answering Dataset for COVID-19 ACL 2020 Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only EMNLP 2020 Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text EMNLP 2020 Document Translation vs. Query Translation for Cross-Lingual Information Retrieval in the Medical Domain ACL 2020 Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. EMNLP 2020 EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response AAAI 2020 Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction EMNLP 2020 EVIDENCEMINER: Textual Evidence Discovery for Life Sciences ACL 2020