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Natural language processing

A transition-based neural framework for Chinese information extraction

Wenzhi Huang, Junchi Zhang, Donghong Ji

FasTag: Automatic text classification of unstructured medical narratives

Guhan Ram Venkataraman, Arturo Lopez Pineda, [ ... ], Manuel A. Rivas

Machine learning and natural language processing methods to identify ischemic stroke, acuity and location from radiology reports

Charlene Jennifer Ong, Agni Orfanoudaki, [ ... ], Dimitris Bertsimas

Predicting human odor perception represented by continuous values from mass spectra of essential oils resembling chemical mixtures

Tanoy Debnath, Takamichi Nakamoto

Recurrent convolutional neural kernel model for stock price movement prediction

Suhui Liu, Xiaodong Zhang, Ying Wang, Guoming Feng

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

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

Zhaoya Gong, Tengteng Cai, [ ... ], Mark Graham

Deep neural model with self-training for scientific keyphrase extraction

Xun Zhu, Chen Lyu, [ ... ], Fei Li

Using case-level context to classify cancer pathology reports

Shang Gao, Mohammed Alawad, [ ... ], Georgia Tourassi

The Language of Innovation

Andrea Tacchella, Andrea Napoletano, Luciano Pietronero

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

David Rozado

Integrating questionnaire measures for transdiagnostic psychiatric phenotyping using word2vec

Aaron Sonabend W., Amelia M. Pellegrini, [ ... ], Tianxi Cai

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, [ ... ], James R. Gilkerson

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