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Word embedding

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

Sabih Ahmad Khan, Hsien-Tsung Chang

An exploration of automated narrative analysis via machine learning

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

Refined distributed emotion vector representation for social media sentiment analysis

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

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

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

Yong Fang, Jian Gao, [ ... ], Runpu Wu

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

Word2vec convolutional neural networks for classification of news articles and tweets

Beakcheol Jang, Inhwan Kim, Jong Wook Kim

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, [ ... ], Qiubin Yu

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

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

Improve word embedding using both writing and pronunciation

Wenhao Zhu, Xin Jin, [ ... ], Zhiguo Lu

Feature engineering for sentiment analysis in e-health forums

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

Sense classification of shallow discourse relations with focused RNNs

Gregor Weiss, Marko Bajec

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

Hong-Jie Dai, Jitendra Jonnagaddala

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