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Natural language processing

Recurrent convolutional neural kernel model for stock price movement prediction

Suhui Liu, Xiaodong Zhang, Ying Wang, Guoming Feng

published 12 Jun 2020

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Hahahahaha, Duuuuude, Yeeessss!: A two-parameter characterization of stretchable words and the dynamics of mistypings and misspellings

Tyler J. Gray, Christopher M. Danforth, Peter Sheridan Dodds

published 27 May 2020

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Measuring relative opinion from location-based social media: A case study of the 2016 U.S. presidential election

Zhaoya Gong, Tengteng Cai, Jean-Claude Thill, Scott Hale, Mark Graham

published 22 May 2020

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Deep neural model with self-training for scientific keyphrase extraction

Xun Zhu, Chen Lyu, Donghong Ji, Han Liao, Fei Li

published 15 May 2020

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Using case-level context to classify cancer pathology reports

Shang Gao, Mohammed Alawad, Noah Schaefferkoetter, Lynne Penberthy, Xiao-Cheng Wu, Eric B. Durbin, Linda Coyle, Arvind Ramanathan, Georgia Tourassi

published 12 May 2020

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The Language of Innovation

Andrea Tacchella, Andrea Napoletano, Luciano Pietronero

published 30 Apr 2020

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Wide range screening of algorithmic bias in word embedding models using large sentiment lexicons reveals underreported bias types

David Rozado

published 21 Apr 2020

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Integrating questionnaire measures for transdiagnostic psychiatric phenotyping using word2vec

Aaron Sonabend W., Amelia M. Pellegrini, Stephanie Chan, Hannah E. Brown, James N. Rosenquist, Pieter J. Vuijk, Alysa E. Doyle, Roy H. Perlis, Tianxi Cai

published 03 Apr 2020

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Describing the antimicrobial usage patterns of companion animal veterinary practices; free text analysis of more than 4.4 million consultation records

Brian A. Hur, Laura Y. Hardefeldt, Karin M. Verspoor, Timothy Baldwin, James R. Gilkerson

published 13 Mar 2020

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Supervised and unsupervised language modelling in Chest X-Ray radiological reports

Ignat Drozdov, Daniel Forbes, Benjamin Szubert, Mark Hall, Chris Carlin, David J. Lowe

published 10 Mar 2020

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Social language in autism spectrum disorder: A computational analysis of sentiment and linguistic abstraction

Izabela Chojnicka, Aleksander Wawer

published 06 Mar 2020

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Limited alignment of publicly competitive disease funding with disease burden in Japan

Shuhei Nomura, Daisuke Yoneoka, Shiori Tanaka, Ryoko Makuuchi, Haruka Sakamoto, Aya Ishizuka, Haruyo Nakamura, Anna Kubota, Kenji Shibuya

published 10 Feb 2020

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FastEmbed: Predicting vulnerability exploitation possibility based on ensemble machine learning algorithm

Yong Fang, Yongcheng Liu, Cheng Huang, Liang Liu

published 06 Feb 2020

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