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A Survey of Evaluation in Music Genre Recognition [chapter]

Bob L. Sturm
2014 Lecture Notes in Computer Science  
Much work is focused upon music genre recognition (MGR) from audio recordings, symbolic data, and other modalities.  ...  While reviews have been written of some of this work before, no survey has been made of the approaches to evaluating approaches to MGR.  ...  This work is supported in part by: Independent Postdoc Grant 11-105218 from Det Frie Forskningsråd; and the Danish Council for Strategic Research of the Danish Agency for Science Technology and Innovation  ... 
doi:10.1007/978-3-319-12093-5_2 fatcat:uekcticb4jfmlkvcxs7mehcgoi

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
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.  ...  The infrastructure, datacards and robustness analysis results are available publicly on the NL-Augmenter repository ().  ...  Volume 2: Proceedings of the Seventh International Workshop on Semantic Evaluation (SemEval 2013), Tomáš Kočiskỳ, Jonathan Schwarz, Phil Blunsom, pages 138–143.  ... 
arXiv:2112.02721v1 fatcat:uqizuxc4wzgxnnfsc6azh6ckpq

Algorithmic Fairness Datasets: the Story so Far [article]

Alessandro Fabris, Stefano Messina, Gianmaria Silvello, Gian Antonio Susto
2022 arXiv   pre-print
As a result, a growing community of researchers has been investigating the equity of existing algorithms and proposing novel ones, advancing the understanding of risks and opportunities of automated decision-making  ...  Progress in fair Machine Learning hinges on data, which can be appropriately used only if adequately documented.  ...  Acknowledgements The authors would like to thank the following researchers and dataset creators for the useful feedback on the data briefs: Alain Barrat, Luc Behaghel, Asia Biega, Marko Bohanec, Chris  ... 
arXiv:2202.01711v3 fatcat:kd546yklwjhvtkrbhtzgbzb2xm

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

Jingqing Zhang, Yao Zhao, Mohammad Saleh, Peter J. Liu
2020 arXiv   pre-print
Experiments demonstrate it achieves state-of-the-art performance on all 12 downstream datasets measured by ROUGE scores.  ...  Our model also shows surprising performance on low-resource summarization, surpassing previous state-of-the-art results on 6 datasets with only 1000 examples.  ...  , and Samy Bengio for reviewing the manuscript.  ... 
arXiv:1912.08777v3 fatcat:sniaydtda5a35pgyugitvcjtpy

Machine translation for everyone: Empowering users in the age of artificial intelligence [article]

Dorothy Kenny
2022 Zenodo  
It explores the ethical issues that increased use of MT raises, and provides advice on its application in language learning.  ...  It presents a rationale for learning about MT, and provides both a basic introduction to contemporary machine-learning based MT, and a more advanced discussion of neural MT.  ...  and suggestions on how to improve this text.  ... 
doi:10.5281/zenodo.6653405 fatcat:fqpka6rnvrcqbpmchjt4u7wiwq

Interview with Abel Laureate John F. Nash Jr

Martin Raussen, Christian Skau
2016 Notices of the American Mathematical Society  
Aims and Scope Quantum Topology is dedicated to publishing original research articles, short communications, and surveys in quantum topology and related areas of mathematics.  ...  space categorification; braid groups and braided categories; fusion categories; subfactors and planar algebras; contact and symplectic topology; topological methods in physics.  ...  The book gives a self-contained presentation of results on the mean field limit of the Coulomb gas system, with or without temperature, and of the derivation of the renormalized energy.  ... 
doi:10.1090/noti1383 fatcat:iojzq3nhq5cnxg6jhk7hb5nkme

Forecasting Models of Electricity Prices

Javier Contreras
2017 Energies  
Acknowledgments: The study was partially supported by the National Science Center (NCN, Poland) through Grants 2015/17/B/HS4/00334 (to Bartosz Uniejewski and Rafał Weron) and 2013/11/N/HS4/03649 (to Jakub  ...  " of the Spanish Government for supporting this research under the Project ENE2013-48517-C2-2-R, the Project ENE2013-48517-C2-1-R and the ERDF funds of the European Union; and to thank the company Smartwatt  ...  In Proceedings of the 2010 International Joint Conference on Neural Networks (IJCNN), Barcelona, Spain, 18-23 July 2010; pp. 1-8. 32. Voronin, S.; Partanen, J.  ... 
doi:10.3390/en10020160 fatcat:tfm7gy4vkfhqxj4pdts7vt5wka

Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport

Manling Li, Tengfei Ma, Mo Yu, Lingfei Wu, Tian Gao, Heng Ji, Kathleen McKeown
2021 Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing   unpublished
In Proceedings of the 2nd Workshop on Ma- Richard Socher, and Caiming Xiong. 2020.  ...  In Proceedings Scalable gromov-wasserstein learning for graph par- of the Fifteenth Workshop on Graph-Based Methods titioning and matching.  ... 
doi:10.18653/v1/2021.emnlp-main.519 fatcat:qwiugdmq4vhb5lt24doelmqn7e

Transactions on Maritime Science (ToMS) - Volume 5, 2016

:None, Universitätsbibliothek Braunschweig
2016 Transactions on Maritime Science  
., (2011), ETIS and TRANS-TOOLS v1 Freight demand, in CTS-seminar -European and National Freight demand models, 1 March 2011, Stockolm.  ...  Floreano, D. and Mattiussi C., (1996) ACKNOWLEDGMENT The authors thank their respective institutions, Ghent University, Escuela Superior Politecnica del Litoral (ESPOL), and The National Secretary of  ...  ; • Amendments to chapter 8 of the International Code for Fire Safety Systems (FSS Code) regarding prevention of internal corrosion and clogging of sprinklers and a new chapter 17 of the FSS Code, containing  ... 
doi:10.24355/dbbs.084-201604250740-0 fatcat:dahx3eb325g2rah6gx67ikwdue

Is Urban Space Able to Affect Community Participation? a Research Proposal between Urban Sociology and Environmental Psychology

Luca Bottini
2015 European Journal of Social Sciences Education and Research  
, and so on.  ...  This paper will deal with the study of the relation between the urban spaces and social phenomena.  ...  intervention to improve classroom practices and co-construct new knowledge on how learning takes places.  ... 
doi:10.26417/ejser.v4i1.p81-86 fatcat:hi7ewbbnb5hlpgq3qtmdzmpgsy

Strategies for spatial music performance: the practicalities and aesthetics of responsive systems design

Ricky Graham, Brian Bridges
2015 Divergence Press  
All submissions in the paper and art tracks were subject to a single-blind peer review process by a group of international experts.  ...  categories, the following numbers of submissions have been selected: Human-cyanobacteria interaction: an interkingdom communication system centered on the stimulation, analysis and interpretation of physiological  ...  Fabra, Carrer de Roc Boronat, 138 08018 Barcelona, Spain Abstract.  ... 
doi:10.5920/divp.2015.33 fatcat:xbb7altyobafvfiidg2adzn7l4

Why Standardization Efforts Fail

Carl F. Cargill
2011 Journal of Electronic Publishing  
38 Conference (TC38), taking place in London on 17 and 18 November 2016.  ...  AsLing (International Association for Advancement in Language Technology), which took over the organisation of this conference in 2014, is proud to present the proceedings of Translating and the Computer  ...  More information on the project can be found online at  ... 
doi:10.3998/3336451.0014.103 fatcat:dmw2l6nx5vaola6zjohsfggg7m

Methods for morphology learning in low(er)-resource scenarios [article]

Toms Bergmanis, University Of Edinburgh, University Of Edinburgh, Sharon Goldwater, Adam Lopez
In this thesis, we focus on morphology learning in low-resource scenarios: we propose algorithms and methods that learn unsupervised morphological analysis and lemmatization with higher accuracy than the  ...  (e.g., walks, walking and walked all are different forms of the lexeme walk).  ...  Acknowledgements References Roee Aharoni, Yoav Goldberg, and Yonatan Belinkov.  ... 
doi:10.7488/era/416 fatcat:glj6gvapezduzix5mvzdpl6ama

K–O [chapter]

2021 Dictionary of World Biography  
A guerilla and bandit for 30 years, his forces overthrew *Mobutu in July 1997 and he became President of the Democratic Republic of the Congo (formerly Zaire).  ...  influence and preservation of his family's wealth.  ...  His youngest daughter Marine (Marion Anne) Le Pen (1968-), a lawyer, municipal councillor and MEP 2004-, succeeded him as leader of the FN 2011-17.  ... 
doi:10.22459/dwb.2021.06 fatcat:vmshfpjaxzgldcqatjrznpujay

Algorithmic Fairness Datasets: the Story so Far [article]

Alessandro Fabris, Stefano Messina, Gianmaria Silvello, Gian Antonio Susto
As a result, a growing community of algorithmic fairness researchers has been investigating the equity of existing algorithms and proposing novel ones, advancing the understanding of the risks and opportunities  ...  Unfortunately, the algorithmic fairness community, as a whole, suffers from a collective data documentation debt caused by a lack of information on specific resources (opacity) and scatteredness of available  ...  Acknowledgements The authors would like to thank the following researchers and dataset creators for the useful feedback on the data briefs: Alain Barrat, Luc  ... 
doi:10.48550/arxiv.2202.01711 fatcat:mav36x3w5namjhurzpevtsmsju
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