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Clinical NLP

646 directly classified papers

Papers per year

Papers

Biomedical Entity Representations with Synonym Marginalization ACL 2020
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain ACL 2020
Learning to Select Best Forecast Tasks for Clinical Outcome Prediction NIPS 2020
Methods for Extracting Information from Messages from Primary Care Providers to Specialists ACL 2020
Towards an Ontology-based Medication Conversational Agent for PrEP and PEP ACL 2020
Social Media Medical Concept Normalization using RoBERTa in Ontology Enriched Text Similarity Framework AACL 2020
Gender and sentiment, critics and authors: a dataset of Norwegian book reviews COLING 2020
Using BERT for Qualitative Content Analysis in Psychosocial Online Counseling EMNLP 2020
Collecting Verified COVID-19 Question Answer Pairs EMNLP 2020
Annotating the Pandemic: Named Entity Recognition and Normalisation in COVID-19 Literature EMNLP 2020
Simple Hierarchical Multi-Task Neural End-To-End Entity Linking for Biomedical Text EMNLP 2020
Where’s the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data EMNLP 2020
Question Answering with Long Multiple-Span Answers EMNLP 2020
Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP 2020
Assessing population-level symptoms of anxiety, depression, and suicide risk in real time using NLP applied to social media data EMNLP 2020
Explainable Automated Fact-Checking for Public Health Claims EMNLP 2020
Improving the Efficiency of Grammatical Error Correction with Erroneous Span Detection and Correction EMNLP 2020
ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network AAAI 2020
Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training EMNLP 2020
Not a cute stroke: Analysis of Rule- and Neural Network-based Information Extraction Systems for Brain Radiology Reports EMNLP 2020
Incremental Event Detection via Knowledge Consolidation Networks EMNLP 2020
The Impact of De-identification on Downstream Named Entity Recognition in Clinical Text EMNLP 2020
The Chilean Waiting List Corpus: a new resource for clinical Named Entity Recognition in Spanish 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 Framework to Assist Chat Operators of Mental Healthcare Services EMNLP 2020