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Natural language processing

FasTag: Automatic text classification of unstructured medical narratives

Guhan Ram Venkataraman, Arturo Lopez Pineda, [ ... ], Manuel A. Rivas

Identify novel elements of knowledge with word embedding

Deyun Yin, Zhao Wu, [ ... ], Sotaro Shibayama

A dataset to facilitate automated workflow analysis

Tony Allard, Paul Alvino, [ ... ], Joseph Yuen

Data-Driven Information Extraction from Chinese Electronic Medical Records

Dong Xu, Meizhuo Zhang, [ ... ], Kenny Q. Zhu

Describing the antimicrobial usage patterns of companion animal veterinary practices; free text analysis of more than 4.4 million consultation records

Brian A. Hur, Laura Y. Hardefeldt, [ ... ], James R. Gilkerson

KG2Vec: A node2vec-based vectorization model for knowledge graph

YueQun Wang, LiYan Dong, [ ... ], Hao Zhang

Event Recognition Based on Deep Learning in Chinese Texts

Yajun Zhang, Zongtian Liu, Wen Zhou, National Natural Science Foundation of China (NSFC)

What predicts legislative success of early care and education policies?: Applications of machine learning and Natural Language Processing in a cross-state early childhood policy analysis

Soojin Oh Park, Nail Hassairi

SAO2Vec: Development of an algorithm for embedding the subject–action–object (SAO) structure using Doc2Vec

Sunhye Kim, Inchae Park, Byungun Yoon

Has Large-Scale Named-Entity Network Analysis Been Resting on a Flawed Assumption?

Brent D. Fegley, Vetle I. Torvik

Applications of natural language processing at emergency department triage: A narrative review

Jonathon Stewart, Juan Lu, [ ... ], Girish Dwivedi

Supervised and unsupervised language modelling in Chest X-Ray radiological reports

Ignat Drozdov, Daniel Forbes, [ ... ], David J. Lowe

Extraction of use case diagram elements using natural language processing and network science

Maryam Imtiaz Malik, Muddassar Azam Sindhu, Rabeeh Ayaz Abbasi

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