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Natural language processing

PCAT-UNet: UNet-like network fused convolution and transformer for retinal vessel segmentation

Danny Chen, Wenzhong Yang, [ ... ], Wenxiu Bu

A mutually-exclusive binary cross tagging framework for joint extraction of entities and relations

Xuan Liu, Wanru Du, [ ... ], Xiaochuan Jing

Attention based automated radiology report generation using CNN and LSTM

Mehreen Sirshar, Muhammad Faheem Khalil Paracha, [ ... ], Tatheer Fatima

Unstructured clinical notes within the 24 hours since admission predict short, mid & long-term mortality in adult ICU patients

Maria Mahbub, Sudarshan Srinivasan, [ ... ], Gregory D. Peterson

Learning to sense from events via semantic variational autoencoder

Marcos Paulo Silva Gôlo, Rafael Geraldeli Rossi, Ricardo Marcondes Marcacini

Using semantics to scale up evidence-based chemical risk-assessments

Catherine Blake, Jodi A. Flaws

Content-based user classifier to uncover information exchange in disaster-motivated networks

Pouria Babvey, Gabriela Gongora-Svartzman, Carlo Lipizzi, Jose E. Ramirez-Marquez

A clinical specific BERT developed using a huge Japanese clinical text corpus

Yoshimasa Kawazoe, Daisaku Shibata, [ ... ], Kazuhiko Ohe

MNI: An enhanced multi-task neighborhood interaction model for recommendation on knowledge graph

Xintao Ma, Liyan Dong, [ ... ], Hao Zhang

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

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

An analysis of unconscious gender bias in academic texts by means of a decision algorithm

Pedro Orgeira-Crespo, Carla Míguez-Álvarez, Miguel Cuevas-Alonso, Elena Rivo-López

Unsupervised cross-lingual model transfer for named entity recognition with contextualized word representations

Huijiong Yan, Tao Qian, Liang Xie, Shanguang Chen

Research on the evolution and driving forces of the manufacturing industry during the “13th five-year plan” period in Jiangsu province of China based on natural language processing

Shiguang Shen, Chaoyang Zhu, [ ... ], Lin Zhou

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