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Natural language processing

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

Technology opportunity discovery by structuring user needs based on natural language processing and machine learning

Taeyeoun Roh, Yujin Jeong, Hyejin Jang, Byungun Yoon

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

Enhancing timeliness of drug overdose mortality surveillance: A machine learning approach

Patrick J. Ward, Peter J. Rock, [ ... ], Ramakanth Kavuluru

Can machine learning improve patient selection for cardiac resynchronization therapy?

Szu-Yeu Hu, Enrico Santus, [ ... ], Charlotta Lindvall

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

Using distant supervision to augment manually annotated data for relation extraction

Peng Su, Gang Li, Cathy Wu, K. Vijay-Shanker

Fast optimization of non-negative matrix tri-factorization

Andrej Čopar, Blaž Zupan, Marinka Zitnik

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

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