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Natural language processing

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

Karyn Ayre, André Bittar, Joyce Kam, Somain Verma, Louise M. Howard, Rina Dutta

published 04 Aug 2021

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Word synonym relationships for text analysis: A graph-based approach

Hend Alrasheed

published 27 Jul 2021

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Text classification to streamline online wildlife trade analyses

Oliver C. Stringham, Stephanie Moncayo, Katherine G. W. Hill, Adam Toomes, Lewis Mitchell, Joshua V. Ross, Phillip Cassey

published 09 Jul 2021

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Measuring novelty in science with word embedding

Sotaro Shibayama, Deyun Yin, Kuniko Matsumoto

published 02 Jul 2021

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AUBER: Automated BERT regularization

Hyun Dong Lee, Seongmin Lee, U. Kang

published 28 Jun 2021

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Occupational profiling driven by online job advertisements: Taking the data analysis and processing engineering technicians as an example

Lina Cao, Jian Zhang, Xinquan Ge, Jindong Chen

published 22 Jun 2021

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Multi-feature fusion framework for sarcasm identification on twitter data: A machine learning based approach

Christopher Ifeanyi Eke, Azah Anir Norman, Liyana Shuib

published 10 Jun 2021

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Neighborhood level chronic respiratory disease prevalence estimation using search query data

Nabeel Abdur Rehman, Scott Counts

published 09 Jun 2021

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English colour terms carry gender and valence biases: A corpus study using word embeddings

Domicele Jonauskaite, Adam Sutton, Nello Cristianini, Christine Mohr

published 01 Jun 2021

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Multitask feature learning approach for knowledge graph enhanced recommendations with RippleNet

YueQun Wang, LiYan Dong, YongLi Li, Hao Zhang

published 14 May 2021

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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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