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Natural language processing

Hate speech detection and racial bias mitigation in social media based on BERT model

Marzieh Mozafari, Reza Farahbakhsh, Noël Crespi

published 27 Aug 2020

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Learning about phraseology from corpora: A linguistically motivated approach for Multiword Expression identification

Uxoa Inurrieta, Itziar Aduriz, Arantza Díaz de Ilarraza, Gorka Labaka, Kepa Sarasola

published 27 Aug 2020

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Differences among Research Domain Criteria score trajectories by Diagnostic and Statistical Manual categorical diagnosis during inpatient hospitalization

Thomas H. McCoy Jr., Amelia M. Pellegrini, Roy H. Perlis

published 25 Aug 2020

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Using de-identified electronic health records to research mental health supported housing services: A feasibility study

Christian Dalton-Locke, Johan H. Thygesen, Nomi Werbeloff, David Osborn, Helen Killaspy

published 20 Aug 2020

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Characterization of patients with advanced chronic pancreatitis using natural language processing of radiology reports

Fagen Xie, Qiaoling Chen, Yichen Zhou, Wansu Chen, Jemianne Bautista, Emilie T. Nguyen, Rex A. Parker, Bechien U. Wu

published 19 Aug 2020

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A systematic review of fuzzing based on machine learning techniques

Yan Wang, Peng Jia, Luping Liu, Cheng Huang, Zhonglin Liu

published 18 Aug 2020

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Predictive modeling for trustworthiness and other subjective text properties in online nutrition and health communication

Janne Kauttonen, Jenni Hannukainen, Pia Tikka, Jyrki Suomala

published 06 Aug 2020

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Extraction of radiographic findings from unstructured thoracoabdominal computed tomography reports using convolutional neural network based natural language processing

Mohit Pandey, Zhuoran Xu, Evan Sholle, Gabriel Maliakal, Gurpreet Singh, Zahra Fatima, Daria Larine, Benjamin C. Lee, Jing Wang, Alexander R. van Rosendael, Lohendran Baskaran, Leslee J. Shaw, James K. Min, Subhi J. Al’Aref

published 30 Jul 2020

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Understanding the spatial dimension of natural language by measuring the spatial semantic similarity of words through a scalable geospatial context window

Bozhi Wang, Teng Fei, Yuhao Kang, Meng Li, Qingyun Du, Meng Han, Ning Dong

published 23 Jul 2020

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A transition-based neural framework for Chinese information extraction

Wenzhi Huang, Junchi Zhang, Donghong Ji

published 15 Jul 2020

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FasTag: Automatic text classification of unstructured medical narratives

Guhan Ram Venkataraman, Arturo Lopez Pineda, Oliver J. Bear Don’t Walk IV, Ashley M. Zehnder, Sandeep Ayyar, Rodney L. Page, Carlos D. Bustamante, Manuel A. Rivas

published 22 Jun 2020

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Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports

Charlene Jennifer Ong, Agni Orfanoudaki, Rebecca Zhang, Francois Pierre M. Caprasse, Meghan Hutch, Liang Ma, Darian Fard, Oluwafemi Balogun, Matthew I. Miller, Margaret Minnig, Hanife Saglam, Brenton Prescott, David M. Greer, Stelios Smirnakis, Dimitris Bertsimas

published 19 Jun 2020

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Predicting human odor perception represented by continuous values from mass spectra of essential oils resembling chemical mixtures

Tanoy Debnath, Takamichi Nakamoto

published 19 Jun 2020

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