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Reports of the AAAI 2010 Conference Workshops

David W. Aha, Mark Boddy, Vadim Bulitko, Artur S. D'Avila Garcez, Prashant Doshi, Stefan Edelkamp, Christopher Geib, Piotr Gmytrasiewicz, Robert P. Goldman, Pascal Hitzler, Charles Isbell, Darsana Josyula (+20 others)
2010 The AI Magazine  
The AAAI-10 Workshop program was held Sunday and Monday, July 11–12, 2010 at the Westin Peachtree Plaza in Atlanta, Georgia.  ...  The titles of the workshops were AI and Fun, Bridging the Gap between Task and Motion Planning, Collaboratively-Built Knowledge Sources and Artificial Intelligence, Goal-Directed Autonomy, Intelligent  ...  n The AAAI-10 workshop program was held Sunday and Monday, July 11-12, 2010 Intelligence; Neural-Symbolic Learning and Reasoning; Plan, Activity, and Intent Recognition; Statistical Relational AI;  ... 
doi:10.1609/aimag.v31i4.2318 fatcat:niss5pwei5hytcof433r45okja

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios [article]

Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2021 arXiv   pre-print
Motivated by the recent fundamental changes towards neural models and the popular pre-train and fine-tune paradigm, we survey promising approaches for low-resource natural language processing.  ...  This includes mechanisms to create additional labeled data like data augmentation and distant supervision as well as transfer learning settings that reduce the need for target supervision.  ...  In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI Kexin Huang, Jaan Altosaar, and Rajesh Ranganath. 2020, The Thirty-Second  ... 
arXiv:2010.12309v3 fatcat:26dwmlkmn5auha2ob2qdlrvla4

Co-location decision tree for enhancing decision-making of pavement maintenance and rehabilitation

Guoqing Zhou, Linbing Wang
2012 Transportation Research Part C: Emerging Technologies  
, and rule generation; (4) the percentage of support, confidence and capture of the FDP treatment strategy for the proposal CL-DT algorithm increases from 71.6%, 55.6%, and 66.2% to 83.2%, 84.4% and 77.7%  ...  in the rapid accumulation of a large pavement database, knowledge-based expert systems (KBESs) have therefore been developed to solve various transportation problems.  ...  , USA, July 7-11, 2008 ~ 19 ~ 2.  ... 
doi:10.1016/j.trc.2011.10.007 fatcat:t4uahzgyfbdtxmmpr67ylwq3pq

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios

Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2021 Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies   unpublished
Motivated by the recent fundamental changes towards neural models and the popular pre-train and fine-tune paradigm, we survey promising approaches for low-resource natural language processing.  ...  This includes mechanisms to create additional labeled data like data augmentation and distant supervision as well as transfer learning settings that reduce the need for target supervision.  ...  Acknowledgments The authors would like to thank Annemarie Friedrich for her valuable feedback and the anonymous reviewers for their helpful comments.  ... 
doi:10.18653/v1/2021.naacl-main.201 fatcat:xrgln55my5djxo3qqpzel3acuy

PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization [article]

Jingqing Zhang, Yao Zhao, Mohammad Saleh, Peter J. Liu
2020 arXiv   pre-print
In PEGASUS, important sentences are removed/masked from an input document and are generated together as one output sequence from the remaining sentences, similar to an extractive summary.  ...  Experiments demonstrate it achieves state-of-the-art performance on all 12 downstream datasets measured by ROUGE scores.  ...  , and Samy Bengio for reviewing the manuscript.  ... 
arXiv:1912.08777v3 fatcat:sniaydtda5a35pgyugitvcjtpy

Fouille de données de santé

Sandra Bringay, Sandra Bringay, Fouille, Habilitation Diriger, Des Recherches, Pascal Poncelet, Laboratoire De Recherche En Informatique, E Robotique, Microélectronique De, De Montpellier
unpublished
Acknowledgements We are grateful to all of the collaborators involved in the surveillance system monitored by the Regional Epidemiology Unit.  ...  Reference Center based at the Institut Pasteur in French Guiana; Dr Felix Djossou and Christelle Prince from the Infectious Tropical Disease Unit of the Hospital Center of Cayenne; and Dr Muriel Ville  ...  In Commonsense Knowledge, Papers from the 2010 AAAI Fall Symposium, Arlington, Virginia, USA, November 11-13, 2010, volume FS-10-02 of AAAI Technical Report.  ... 
fatcat:xabuwcmdljdxtol4s434uitcsy

HUSO 2017 The Third International Conference on Human and Social Analytics HUSO 2017 Technical Program Committee

Hong Technology, Jin Kong Xiaolong
Institute of Computing Technology (ICT) | Chinese Academy of Sciences (CAS), China Mirko Kämpf   unpublished
While scientific communities face now new paradigms, such as designing emotion-driven systems, dynamicity of social networks, and integrating personalized data with public knowledge bases, the business  ...  We hope that HUSO 2017 was a successful international forum for the exchange of ideas and results between academia and industry and for the promotion of progress in the area of human and social analytics  ...  Different measures to uncover artificial scientific papers were evaluated in [10] and [11] .  ... 
fatcat:ec7aaikaangnvctq3z77i5evye

Electronic Markets and Auctions (Dagstuhl Seminar 13461) Computational Models of Language Meaning in Context (Dagstuhl Seminar 13462) Synchronous Programming (Dagstuhl Seminar 13471) Global Measurement Framework (Dagstuhl Seminar 13472) Unleashing Operational Process Mining (Dagstuhl Seminar 13481) Forensic Computing (Dagstuhl Seminar 13482)

Saul Greenberg, Kasper Hornbaek, Aaron Quigley, Harald Reiterer, Roman, Yishay Mansour, Benny Moldovanu, Noam Nisan, Berthold, Hans Kamp, Alessandro Lenci, James (+14 others)
2013 unpublished
Two EC FP7 research projects, Leone and mPlane, kindly supported the social event of the seminar.  ...  The seminar can be seen as a good starting point to identify the role of Proxemics in Human-Computer Interaction.  ...  In Proceedings of *SEM, Atlanta, Georgia, USA, 2013. Cristina Butnariu and Tony Veale. A concept-centered approach to nouncompound interpretation.  ... 
fatcat:fl5xhx4dpbeklg6o6xhmuvuety

8 th International Configuration Workshop Chairs Special Thanks

Paul, Mines Albi, France
Proceedings of the 18 th International Configuration Workshop   unpublished
Andreas FALKNER from Siemens AG, Vienna, Austria for his constructive comments and suggestions which helped improve both the quality and presentation of the earlier versions of the paper.  ...  of bayesian dirichlet scores to learn bayesian network structures', in Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2010, Atlanta, Georgia, USA, (2010)  ...  Intelligence, Los Angeles, CA, USA, July 10-12, 1985, pp. 357-370, (1985). [21] Judea Pearl, Probabilistic reasoning in intelligent systems -networks of plausible inference, Morgan Kaufmann, 1989. [22  ... 
fatcat:g3xtv4zjwvdodbtbdd2gnzjt24

Dagstuhl Reports, Volume 8, Issue 2, February 2018, Complete Issue [article]

2018
For example, there was a backlash in the UIST community when it became expected that authors include an A/B study of their work because some authors felt that this was inappropriate for their work.  ...  Proceedings of the Twenty-First National Conference on Artificial Intelligence, July 16-20, 2006, Boston, Massachusetts, USA, pp. 1186-1193, AAAI Press, 2006.  ...  Twenty-Ninth AAAI Conference on Artificial Intelligence, January 25-30, 2015, Austin, Texas, USA., pp. 2024-2030, AAAI Press, 2015.  ... 
doi:10.4230/dagrep.8.2 fatcat:6kf77nt6j5g2jatriorn72fafm

OASIcs, Volume 64, ICLP'18, Complete Volume [article]

Alessandro Dal Palu', Paul Tarau, Neda Saeedloei, Paul Fodor
2018
The popularity of ASP is demonstrated by the increasing number of authors publishing ASP-based research work in artificial intelligence as well as non-logic programming venues, and its use as a natural  ...  Most of the answer set solvers Acknowledgements We are grateful to Cesare Tinelli for valuable discussions on the subject of the paper and for the insights on the cvc4 system.  ...  In John Lewis, Jane Prey, Daniel Joyce, and John Impagliazzo, editors, Proceedings of the 29th SIGCSE Technical Symposium on Computer Science Education, 1998, Atlanta, Georgia, USA, February 26 -March  ... 
doi:10.4230/oasics.iclp.2018 fatcat:exbunzcx7rgrhg32iguyfxca7u