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Natural language processing

G2Basy: A framework to improve the RNN language model and ease overfitting problem

Lu Yuwen, Shuyu Chen, Xiaohan Yuan

published 14 Apr 2021

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Analysis of English free association network reveals mechanisms of efficient solution of Remote Association Tests

Olga Valba, Alexander Gorsky, Sergei Nechaev, Mikhail Tamm

published 06 Apr 2021

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KG2Vec: A node2vec-based vectorization model for knowledge graph

YueQun Wang, LiYan Dong, XiaoQuan Jiang, XinTao Ma, YongLi Li, Hao Zhang

published 30 Mar 2021

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Protocol for a reproducible experimental survey on biomedical sentence similarity

Alicia Lara-Clares, Juan J. Lastra-Díaz, Ana Garcia-Serrano

published 24 Mar 2021

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Neural representation of words within phrases: Temporal evolution of color-adjectives and object-nouns during simple composition

Maryam Honari-Jahromi, Brea Chouinard, Esti Blanco-Elorrieta, Liina Pylkkänen, Alona Fyshe

published 04 Mar 2021

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Cohort profile: St. Michael’s Hospital Tuberculosis Database (SMH-TB), a retrospective cohort of electronic health record data and variables extracted using natural language processing

David Landsman, Ahmed Abdelbasit, Christine Wang, Michael Guerzhoy, Ujash Joshi, Shaun Mathew, Chloe Pou-Prom, David Dai, Victoria Pequegnat, Joshua Murray, Kamalprit Chokar, Michaelia Banning, Muhammad Mamdani, Sharmistha Mishra, Jane Batt

published 03 Mar 2021

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A message-passing multi-task architecture for the implicit event and polarity detection

Chunli Xiang, Junchi Zhang, Donghong Ji

published 01 Mar 2021

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A natural language processing and deep learning approach to identify child abuse from pediatric electronic medical records

Akshaya V. Annapragada, Marcella M. Donaruma-Kwoh, Ananth V. Annapragada, Zbigniew A. Starosolski

published 26 Feb 2021

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Improving the state-of-the-art in Thai semantic similarity using distributional semantics and ontological information

Ponrudee Netisopakul, Gerhard Wohlgenannt, Aleksei Pulich, Zar Zar Hlaing

published 17 Feb 2021

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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

published 11 Feb 2021

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Can we ‘feel’ the temperature of knowledge? Modelling scientific popularity dynamics via thermodynamics

Luoyi Fu, Dongrui Lu, Qi Li, Xinbing Wang, Chenghu Zhou

published 11 Feb 2021

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A pre-training and self-training approach for biomedical named entity recognition

Shang Gao, Olivera Kotevska, Alexandre Sorokine, J. Blair Christian

published 09 Feb 2021

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Is it feasible to detect FLOSS version release events from textual messages? A case study on Stack Overflow

Artur Sokolovsky, Thomas Gross, Jaume Bacardit

published 04 Feb 2021

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