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Graph Neural Networks for Natural Language Processing: A Survey
[article]
2021
arXiv
pre-print
Preserved Fulltext
To the best of our knowledge, this is the first comprehensive overview of Graph NeuralNetworks for Natural Language Processing. ...
Finally, we discussvarious outstanding challenges for making the full use of GNNs for NLP as well as future researchdirections. ...
Màrquez, editors, Proceedings of the 57th
Conference of the Association for Computational Linguistics, ACL 2019, Florence, Italy, July
28- August 2, 2019, Volume 1: Long Papers, pages 2694–2703. ...
arXiv:2106.06090v1
fatcat:zvkhinpcvzbmje4kjpwjs355qu
How Can High-Frequency Sensors Capture Collaboration? A Review of the Empirical Links between Multimodal Metrics and Collaborative Constructs
2021
Sensors
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For the scope of this paper, we focus on: (1) the sensor-based metrics computed from multimodal data sources (e.g., speech, gaze, face, body, physiological, log data); (2) outcome measures, or operationalizations ...
We selected papers published from 2010 to 2020 and extracted their key contributions. ...
In Proceedings of the 7th
International Conference on Educational Data Mining, London, UK, 4–7 July 2014; pp. 138–144.
50. Bachour, K.; Kaplan, F.; Dillenbourg, P. ...
doi:10.3390/s21248185
pmid:34960278
pmcid:PMC8706197
fatcat:puclqibmhvew7aadu3xwgse2ly
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation
[article]
2021
arXiv
pre-print
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We demonstrate the efficacy of NL-Augmenter by using several of its transformations to analyze the robustness of popular natural language models. ...
Data augmentation is an important component in the robustness evaluation of models in natural language processing (NLP) and in enhancing the diversity of the data they are trained on. ...
In Proceedings of the 40th Annual Meeting of In Proceedings of the 2017 Conference on Empiri-
the Association for Computational Linguistics, July cal Methods in Natural Language Processing ...
arXiv:2112.02721v1
fatcat:uqizuxc4wzgxnnfsc6azh6ckpq
Classification Aware Neural Topic Model and its Application on a New COVID-19 Disinformation Corpus
[article]
2020
arXiv
pre-print
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The explosion of disinformation related to the COVID-19 pandemic has overloaded fact-checkers and media worldwide. ...
This paper presents: 1) the currently largest available manually annotated COVID-19 disinformation category dataset; and 2) a classification-aware neural topic model (CANTM) that combines classification ...
In Proceedings of the 2019 Conference of
the North American Chapter of the Association for
Computational Linguistics: Human Language Tech-
nologies, Volume 1 (Long and Short Papers), pages
4171-4186 ...
arXiv:2006.03354v1
fatcat:tmwveuw7vng73jsua2gqhnumti
Report of the Executive Committee for 2019
2020
Acta Crystallographica Section A: Foundations and Advances
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The report of the Executive Committee for 2019 is presented. ...
Tohoku, Japan), Andrew Wills (University College London, London, UK) and Oksana Zaharko (Paul Scherrer Institut, Villigen, Switzerland). ...
Meneau and the IUCr for a possible proceedings for the triennial conference SAS2021. ...
doi:10.1107/s2053273320009705
pmid:33125357
fatcat:3k3oz64sanfffngbfoex4anz4u
Jeffrey Edmonds/Samuel Bendett/Anya Fink/Mary Chesnut/Dmitry Gorenburg/Michael Kofman/Kasey Stricklin/Julian Waller: Artificial Intelligence and Autonomy in Russia. Arlington, VA: Center for Naval Analyses (CNA), Mai 2021
2021
SIRIUS - Zeitschrift für Strategische Analysen
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This report provides a comprehensive overview of the current state of civilian and military artificial intelligence in Russia, examining all relevant sectors, key institutions, and trends. ...
N00014-16-D-5003. Cover image credit: Compiled by CNA. Original images retrieved from: Sukhoi S-70 Okhotnik-B first prototype in 2020, https://en.wikipedia.org/wiki/Sukhoi_S-70_Okhotnik-B. ...
," [Artificial Intelligence and the law: is there a contract?], Garant.ru, July 16, 2020, https://www.garant.ru/news/1401154/. ...
doi:10.1515/sirius-2021-4014
fatcat:kebmdg2gmfellh37sljf26sqcm
Decentralizing Information Technology: The Advent of Resource Based Systems
[article]
2021
arXiv
pre-print
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2021 pre-print arXiv:2112.09941v1 fatcat:42zjyshvbndjtlboblxbfwxkne
The growth of the Bitcoin network during the first decade of its operation to a global scale system is a singular event in the deployment of Information Technology systems. ...
Can this approach serve as a wider paradigm for Information Technology services beyond the use case of digital currencies? ...
Schneider, editors, Computer
Security - ESORICS 2020 - 25th European Symposium on Research in Computer Security, ESORICS
2020, Guildford, UK, September 14-18, 2020, Proceedings, Part II, volume ...
arXiv:2112.09941v2
fatcat:daiiimnipfe2lhjhbwcvc2rocm
State of the Field: Digital History
2020
History: The Journal of the Historical Association
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Computing and the use of digital sources and resources is an everyday and essential practice in current academic scholarship. ...
The present article gives a concise overview of approaches and methods within digital historical scholarship, focusing on the question 'How have the digital humanities evolved and what has that evolution ...
Ball, 'Named entity recognition for historical texts', Proceedings of the Sixth International Conference on Language Resources and Evaluation (Marrakech, 2008), <http://www.lrec-conf.org/proceedings/lrec2008 ...
doi:10.1111/1468-229x.12969
fatcat:qd4ckexierhhtbt73csehhquge
Proposing Novel Data Analytics Method for Anatomical Landmark Identification from Endoscopic Video Frames
2022
Journal of Healthcare Engineering
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Our proposed semisupervised model trained using 1, 5, 10, and 20 percent of training data records as labeled training dataset has the average accuracy of 83%, 98%, 99%, and 99%, respectively. ...
The expert can also ensure the completion of examination with the help of the anatomical landmarks. ...
Zien,
ceedings of the 2009 16th IEEE International Conference on Eds., vol. 20, p. 542, MIT Press, London, UK, 2006.
14 ...
doi:10.1155/2022/8151177
pmid:35251578
pmcid:PMC8890842
fatcat:nytuzdrp3baqbkr26pismazqfu
UK cyber security and critical national infrastructure protection
2016
International Affairs
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Second, it will question whether these are sufficient to deal with the depth of the problems now facing the UK, and many other countries, in protecting their computer-controlled CNI assets. ...
The 2015 SDSR rightly highlighted that: 'The range of cyber actors threatening the UK has grown. ...
International Affairs © 2016 The Royal Institute of International Affairs.
Cyber primer, p. 1-17. ...
doi:10.1111/1468-2346.12706
fatcat:4mkg7oftung5vjcqx4watpncw4
Towards Moral Machines: A Discussion with Michael Anderson and Susan Leigh Anderson
2021
Conatus
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artificial intelligence (AI) systems could demonstrate ethical behavior guided by moral values, and at the same time to show that these values, as well as ethics in general, can be representable and computable ...
demands that dominate artificial intelligence and robotics research programs. ...
, "MedEthEx: A Prototype Medical Ethics Advisor," Proceedings of the
21 st National Conference on Artificial Intelligence and the Eighteenth Innovative Applications
of Artificial Intelligence Conference ...
doi:10.12681/cjp.26832
fatcat:m32cvrpncfav5agqmexaxrmeam
The New Era of Business Digitization through the Implementation of 5G Technology in Romania
2021
Sustainability
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The main objective of the present research is to identify the advantages and benefits that the use and implementation of 5G technology has on the development and evolution of the Romanian business environment ...
The analysis of the results of the questionnaire, through the correlations and contingency tables determined, allowed the validation of the research hypotheses, and the results show availability and interest ...
In Proceedings of the 2014 International Conference on Intelligent Computing Applications, ICICA, Coimbatore, India,
6–7 March 2014; Institute of Electrical and Electronics Engineers Inc.: Coimbatore ...
doi:10.3390/su132313401
fatcat:wzspoxq7vva7xnc5va5drtmphq
Series 2 Vol 1 No 2 Full issue PDF
2020
Amicus Curiae
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On one side of the coin, the time since the enactment of the statute has increased the visibility of mediation, with judges recommending that parties should consider or use mediation in a range of cases ...
important part of the civil justice system but also to regulate the practice of mediation in Ireland (Mediation Act 2017). ...
rights of the litigant parties in the manner most suitable to the nature of the questions to be tried'. 53 ...
doi:10.14296/ac.v1i2.5142
fatcat:3h4gsyh5ivhh7igksuj2m3eswy
The Role of Social Movements, Coalitions, and Workers in Resisting Harmful Artificial Intelligence and Contributing to the Development of Responsible AI
[article]
2021
arXiv
pre-print
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Perhaps one of the greatest contributions of AI will be to make us ultimately understand how important human wisdom truly is in life on earth. ...
From indigenous people addressing the lack of reliable data, to smart city stakeholders, to students protesting the academic relationships with sex trafficker and MIT donor Jeffery Epstein, the questionable ...
in Art. 16 (1) of the Convention on the Rights of the Child. ...
arXiv:2107.14052v1
fatcat:etqo64ksjzaihmt4kr7b6auxiu
Career Exploration in Child and Family Studies: Focus on Curricula and Research Topics
2016
Family and Environment Research
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The Smart Grid Policy Statement (July 16 th 2009) sets priorities for work on development of standards crucial to a reliable and smart grid. ...
Interestingly, globally ‗Avatar Manager' was thought to confer benefits to developing countriesreceiving the support of 17% of global respondents. ...
The list was compiled through initial desk research, consultation with futurists and future thinkers around the world and an online survey. Medicine, Biology and Biogenetics 1. ...
doi:10.6115/fer.2016.005
fatcat:dcokzycw2jh7bfic2c6jebsp5e
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