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Clinical NLP

662 papers

Papers per year

65
142
'20
'25

Papers

Evaluation of a Prototype System that Automatically Assigns Subject Headings to Nursing Narratives Using Recurrent Neural Network EMNLP 2018
Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction EMNLP 2018
Listwise temporal ordering of events in clinical notes EMNLP 2018
Time Expressions in Mental Health Records for Symptom Onset Extraction EMNLP 2018
Slot Filling with Delexicalized Sentence Generation INTERSPEECH 2018
Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition NAACL 2018
Early Text Classification Using Multi-Resolution Concept Representations NAACL 2018
CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension NAACL 2018
Si O No, Que Penses? Catalonian Independence and Linguistic Identity on Social Media NAACL 2018
Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks NAACL 2018
Detrended Partial Cross Correlation for Brain Connectivity Analysis NIPS 2017
Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts ACL 2017
Vector space models for evaluating semantic fluency in autism ACL 2017
Idea density for predicting Alzheimer’s disease from transcribed speech CONLL 2017
Sentence Segmentation in Narrative Transcripts from Neuropsychological Tests using Recurrent Convolutional Neural Networks EACL 2017
Named Entity Recognition in the Medical Domain with Constrained CRF Models EACL 2017
Predicting Counselor Behaviors in Motivational Interviewing Encounters EACL 2017
Structured Learning for Temporal Relation Extraction from Clinical Records EACL 2017
A Computational Analysis of the Language of Drug Addiction EACL 2017
Learning to Diagnose: Assimilating Clinical Narratives using Deep Reinforcement Learning IJCNLP 2017
Identifying Empathetic Messages in Online Health Communities IJCNLP 2017
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts IJCNLP 2017
When a Dog is a Cat and How it Changes Your Pupil Size: Pupil Dilation in Response to Information Mismatch INTERSPEECH 2017
SemEval-2017 Task 12: Clinical TempEval SEMEVAL 2017
NTNU-1@ScienceIE at SemEval-2017 Task 10: Identifying and Labelling Keyphrases with Conditional Random Fields SEMEVAL 2017