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Detecting and Extracting of Adverse Drug Reaction Mentioning Tweets with Multi-Head Self Attention

Suyu Ge, Tao Qi, Chuhan Wu, Yongfeng Huang
2019 Proceedings of the Fourth Social Media Mining for Health Applications (#SMM4H) Workshop & Shared Task   unpublished
We enhance tweet representation with a language model and distinguish the importance of different words with Multi-Head Self-Attention.  ...  Our system achieved competitive results on both tasks with an F1-score of 0.5718 for task 1 and 0.653 (overlap) / 0.357 (strict) for task 2.  ...  numbers U1836204, U1705261, U1636113, U1536201, and U1536207.  ... 
doi:10.18653/v1/w19-3214 fatcat:zjroaqaavbfhtnrb7aqs6tbmru

Abstracts of the German Congress on Parkinson's Disease and Movement Disorders (Deutscher Kongress für Parkinson und Bewegungsstörungen), 7–9 March 2019, Düsseldorf, Germany

2019 Journal of neural transmission  
However, self-and caregiver-reported ADL performance indicative for PDD is often confounded by motor dysfunctions and mood.  ...  Conclusion: Treatment with EGCG in high doses over 52 weeks did not slow the progression of MSA.  ...  head coil) and an ultrasound device (Esaote MyLab Alpha).  ... 
doi:10.1007/s00702-019-01978-1 fatcat:qd4vebobrjcxxma7tqtlu63xoq

Does visual communication get through to its audiences

Tore Kristensen, Gorm Gabrielsen
2013 2013 IEEE Tsinghua International Design Management Symposium  
We thank Tom Becker, Shirli Kopelman and Deborah Small for their helpful comments and suggestions on earlier versions of the paper.  ...  Acknowledgements: The authors wish to thank participants in the 12th International Colloquium on Nonprofit, Arts, Heritage, and Social Marketing, Edinburgh (UK), and the Vth Workshop on Cultural Economics  ...  It shows cognitively unfiltered responses and also detects unconscious reactions.  ... 
doi:10.1109/tidms.2013.6981257 fatcat:gvtlla3dbvdj3oargnpi7x2d6e

Can Cyberspace potentially harm democracy and world stability? [chapter]

Basie von Solms, University of Johannesburg
2019 Moral Issues in the Natural Sciences and Technologies  
) and 'Exploring meaningful nature experience connectedness with nature and the revitalization of transformative education for sustainability' (Matthew van Zyl).  ...  Without their kindness and assistance, this chapter would have been nearly impossible to produce.  ...  Every second, approximately 6000 tweets are tweeted; more than 40000 Google queries are searched; and more than 2 million emails are sent. (n.p.)  ... 
doi:10.4102/aosis.2019.bk114.09 fatcat:gaub27xrsfaq7fsyya7lsne5gy

Wiki on the Rocks – An investigation of Rock Art, Knowledge, and Authority in Wikipedia

Jeanette Gimmerstam
The results demonstrate that archaeologists would benefit from being more available and accessible online to a wider audience and that archaeologists should participate in discussions and debates online  ...  Specifically, it considers who is responsible for the creation and dissemination of knowledge about rock art sites on Wikipedia, and the wider political implications of this.  ...  Nine persons are mentioned by name in the article and all of them are white historical people. No Aboriginal is mentioned by name, always as a group.  ... 
doi:10.25392/ fatcat:ydtizo26nva5fjylqn7a5q4tl4

Gov2.0: Public Value Enabler

This thesis offers both theoretical and practical contributions with regard to an emerging and evolving phenomenon (i.e., Gov2.0 and PV) that is attracting the interest of researchers and practitioners  ...  Public Value Model (GPVM) to explain the synergy between citizens and governments that is needed to co-create PV via Gov2.0. Co-creation and PV are one and the same.  ...  Hopefully, this thesis has revealed some of the unknowns and paved the way for further research that can improve our understanding of the role of Gov2.0 in enhancing PV.  ... 
doi:10.4225/03/5ae6865a48bef fatcat:qavng43wtjakrbe353toirftoa