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Medical NLP

332 papers

Papers per year

22
58
45
20
32
52
43
52
8

Papers

COMETA: A Corpus for Medical Entity Linking in the Social Media EMNLP 2020
CancerEmo: A Dataset for Fine-Grained Emotion Detection EMNLP 2020
BENNERD: A Neural Named Entity Linking System for COVID-19 EMNLP 2020
Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention EMNLP 2020
Biomedical Event Extraction with Hierarchical Knowledge Graphs EMNLP 2020
BERT-MK: Integrating Graph Contextualized Knowledge into Pre-trained Language Models EMNLP 2020
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events EMNLP 2020
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. EMNLP 2020
Various Approaches for Predicting Stroke Prognosis using Magnetic Resonance Imaging Text Records EMNLP 2020
Multiple Sclerosis Severity Classification From Clinical Text EMNLP 2020
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining EMNLP 2020
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder EMNLP 2020
Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction EMNLP 2020
BioBERTpt - A Portuguese Neural Language Model for Clinical Named Entity Recognition EMNLP 2020
Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text EMNLP 2020
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation EMNLP 2020
Relative and Incomplete Time Expression Anchoring for Clinical Text EMNLP 2020
Extracting Relations between Radiotherapy Treatment Details EMNLP 2020
Cancer Registry Information Extraction via Transfer Learning EMNLP 2020
On the diminishing return of labeling clinical reports 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
Identifying Personal Experience Tweets of Medication Effects Using Pre-trained RoBERTa Language Model and Its Updating EMNLP 2020
Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only EMNLP 2020
A Smart System to Generate and Validate Question Answer Pairs for COVID-19 Literature EMNLP 2020