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Word embedding

Comparative analysis on Facebook post interaction using DNN, ELM and LSTM

Sabih Ahmad Khan, Hsien-Tsung Chang

published 12 Nov 2019

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An exploration of automated narrative analysis via machine learning

Sharad Jones, Carly Fox, Sandra Gillam, Ronald B. Gillam

published 31 Oct 2019

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Refined distributed emotion vector representation for social media sentiment analysis

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

published 24 Oct 2019

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Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network

Samuele Fiorini, Farshid Hajati, Annalisa Barla, Federico Girosi

published 18 Oct 2019

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Self Multi-Head Attention-based Convolutional Neural Networks for fake news detection

Yong Fang, Jian Gao, Cheng Huang, Hua Peng, Runpu Wu

published 26 Sep 2019

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Towards a top-down approach for an automatic discourse analysis for Basque: Segmentation and Central Unit detection tool

Aitziber Atutxa, Kepa Bengoetxea, Arantza Diaz de Ilarraza, Mikel Iruskieta

published 04 Sep 2019

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Word2vec convolutional neural networks for classification of news articles and tweets

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

published 22 Aug 2019

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Deep learning for named entity recognition on Chinese electronic medical records: Combining deep transfer learning with multitask bi-directional LSTM RNN

Xishuang Dong, Shanta Chowdhury, Lijun Qian, Xiangfang Li, Yi Guan, Jinfeng Yang, Qiubin Yu

published 02 May 2019

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Beyond opinion classification: Extracting facts, opinions and experiences from health forums

Jorge Carrillo-de-Albornoz, Ahmet Aker, Emina Kurtic, Laura Plaza

published 09 Jan 2019

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Improve word embedding using both writing and pronunciation

Wenhao Zhu, Xin Jin, Jianyue Ni, Baogang Wei, Zhiguo Lu

published 10 Dec 2018

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Feature engineering for sentiment analysis in e-health forums

Jorge Carrillo-de-Albornoz, Javier Rodríguez Vidal, Laura Plaza

published 29 Nov 2018

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Sense classification of shallow discourse relations with focused RNNs

Gregor Weiss, Marko Bajec

published 30 Oct 2018

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Assessing the severity of positive valence symptoms in initial psychiatric evaluation records: Should we use convolutional neural networks?

Hong-Jie Dai, Jitendra Jonnagaddala

published 16 Oct 2018

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