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Graph Neural Networks for Natural Language Processing: A Survey [article]

Lingfei Wu, Yu Chen, Kai Shen, Xiaojie Guo, Hanning Gao, Shucheng Li, Jian Pei, Bo Long
2021 arXiv   pre-print
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

Bertrand Schneider, Gahyun Sung, Edwin Chng, Stephanie Yang
2021 Sensors  
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]

Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein (+113 others)
2021 arXiv   pre-print
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]

Xingyi Song, Johann Petrak, Ye Jiang, Iknoor Singh, Diana Maynard, Kalina Bontcheva
2020 arXiv   pre-print
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

A. T. Ashcroft
2020 Acta Crystallographica Section A: Foundations and Advances  
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

Artiom Hildebrandt
2021 SIRIUS - Zeitschrift für Strategische Analysen  
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]

Aggelos Kiayias
2021 arXiv   pre-print
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

C. ANNEMIEKE ROMEIN, MAX KEMMAN, JULIE M. BIRKHOLZ, JAMES BAKER, MICHEL DE GRUIJTER, ALBERT MEROÑO‐PEÑUELA, THORSTEN RIES, RUBEN ROS, STEFANIA SCAGLIOLA
2020 History: The Journal of the Historical Association  
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

Shima Ayyoubi Nezhad, Toktam Khatibi, Masoudreza Sohrabi, Xiang Li
2022 Journal of Healthcare Engineering  
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

KRISTAN STODDART
2016 International Affairs  
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

Michael Anderson, Susan Leigh Anderson, Alkis Gounaris, George Kosteletos
2021 Conatus  
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

Constantin Aurelian Ionescu, Melinda Timea Fülöp, Dan Ioan Topor, Sorinel Căpușneanu, Teodora Odett Breaz, Sorina Geanina Stănescu, Mihaela Denisa Coman
2021 Sustainability  
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

Michael Palmer
2020 Amicus Curiae  
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]

Susan von Struensee
2021 arXiv   pre-print
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

Songyon Cho, Gyesook Yoo, Hyeyeong Choi, Haeyoung Shin
2016 Family and Environment Research  
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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