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Natural language processing

A survey on text classification: Practical perspectives on the Italian language

Andrea Gasparetto, Alessandro Zangari, Matteo Marcuzzo, Andrea Albarelli

Refined distributed emotion vector representation for social media sentiment analysis

Yung-Chun Chang, Wen-Chao Yeh, Yan-Chun Hsing, Chen-Ann Wang

Enhancement of Chemical Entity Identification in Text Using Semantic Similarity Validation

Tiago Grego, Francisco M. Couto

Systematic evaluation of common natural language processing techniques to codify clinical notes

Nazgol Tavabi, Mallika Singh, James Pruneski, Ata M. Kiapour

Resource Disambiguator for the Web: Extracting Biomedical Resources and Their Citations from the Scientific Literature

Ibrahim Burak Ozyurt, Jeffrey S. Grethe, Maryann E. Martone, Anita E. Bandrowski

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, [ ... ], Ning Dong

Enhancing timeliness of drug overdose mortality surveillance: A machine learning approach

Patrick J. Ward, Peter J. Rock, [ ... ], Ramakanth Kavuluru

Biomedical literature classification with a CNNs-based hybrid learning network

Yan Yan, Xu-Cheng Yin, [ ... ], Bo-Wen Zhang

Developing a Natural Language Processing tool to identify perinatal self-harm in electronic healthcare records

Karyn Ayre, André Bittar, [ ... ], Rina Dutta

Text mining-based word representations for biomedical data analysis and protein-protein interaction networks in machine learning tasks

Halima Alachram, Hryhorii Chereda, [ ... ], Philip Stegmaier

Feasibility of Using Clinical Element Models (CEM) to Standardize Phenotype Variables in the Database of Genotypes and Phenotypes (dbGaP)

Ko-Wei Lin, Melissa Tharp, [ ... ], Hyeon-Eui Kim

Racial bias in clinician assessment of patient credibility: Evidence from electronic health records

Mary Catherine Beach, Keith Harrigian, [ ... ], Somnath Saha

Enhancing fake news detection with transformer-based deep learning: A multidisciplinary approach

Nabeel Raza, Said Jadid Abdulkadir, [ ... ], Muhammad Farhan

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