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Pretrained Transformers for Text Ranking: BERT and Beyond

Andrew Yates, Rodrigo Nogueira, Jimmy Lin
2021 Proceedings of the 14th ACM International Conference on Web Search and Data Mining  
The goal of text ranking is to generate an ordered list of texts retrieved from a corpus in response to a query for a particular task.  ...  The combination of transformers and self-supervised pretraining has, without exaggeration, revolutionized the fields of natural language processing (NLP), information retrieval (IR), and beyond.  ...  We'd like to thank the following people for comments on earlier drafts of this work: Maura Grossman, Sebastian Hofstätter, Xueguang Ma, and Bhaskar Mitra.  ... 
doi:10.1145/3437963.3441667 fatcat:6teqmlndtrgfvk5mneq5l7ecvq

Online platform typologies [chapter]

2019 An Introduction to Online Platforms and Their Role in the Digital Transformation  
, such as PayPal and Google Pay; local online payment services, such as PayU in Argentina, Chile, Colombia, Peru, Brazil and Mexico, Bcash, PagSeguro and MOIP in Brazil, and Conecta in Mexico; and money  ...  ACKNOWLEDGEMENTS Main competitors MercadoLibre Marketplace competes with a few marketplace platform operators, such as Amazon and Rakuten (mainly in Brazil and Mexico), and to a lesser extent eBay and  ...  As Google soon had (and continues to have) the largest web index and user base (see Subsection "Registered/active users") among search engines, the combination of economies of scale and algorithmic learning  ... 
doi:10.1787/620d0ca9-en fatcat:fbpe4qkkpzfkjgdh4atrn2bzmq

Managing Electronic Records - Methods and Best Practices [article]

Robert F. Smallwood
2013 Zenodo  
the efficient and systematic control of the creation, receipt, maintenance, use, and disposition of records, including the processes for capturing and maintaining evidence of and information about business  ...  First, some basic definitions of core terms used in this text: The International Organization for Standardization (ISO) defines (business) records as "information created, received, and maintained as evidence  ...  searches and retrievals to be made.  ... 
doi:10.5281/zenodo.5607736 fatcat:xkus3eiaoraj5jqhahlnrai5hu

International Society for Disease Surveillance Conference 2011: Building the Future of Public Health Surveillance

Daniel B. Neill, Karl A. Soetebier
2011 Emerging Health Threats Jour  
Centers for Disease Control and Prevention.  ...  Acknowledgments To DrGuoyan Zhang and Erin O'Connell for their review and advice.  ...  Particularly, volume of Internet metrics such as web searches or microblogs have been shown to be a good corollary for public health events (1) .  ... 
doi:10.3402/ehtj.v4i0.11702 pmid:24149043 pmcid:PMC3261719 fatcat:3irrx5ne3bdntbyntliy33yzca

The Third International Workshop on Large-scale Graph Storage and Management Lisbon, Portugal DBKDA 2016 Editors DBKDA 2016 Committee DBKDA Advisory Committee DBKDA 2016 Technical Program Committee GraphSM 2016 Advisory Committee GraphSM 2016 Technical Program Committee

Friedrich Laux, Andreas Schmidt, Dimitar Hristovski, Friedrich Laux, Aris Ouksel, Andreas Schmidt, Maribel Santos, Filip Zavoral, Maria Del, Universidad Angeles, Autonoma Nacional, Mexico -Del De (+107 others)
ranking algorithms and advanced indexing methods.  ...  Advances in different technologies and domains related to databases triggered substantial improvements for content processing, information indexing, and data, process and knowledge mining.  ...  facilities of the D2I Center, and the 10GB scientific provenance database.  ... 

Monitoring the Application [chapter]

Adam Shackelford
2015 Beginning Amazon Web Services with Node.js  
We also want to vary communication parameters such as RTT (Retry-Timeout-Timers), MTU (Maximum Transmission Unit) sizes and so on.  ...  During the next few months we are doing field trials that will help us test if these ideas are practically feasible in adapting communication protocols to improve communication between gliders and shore  ...  and synoptic scales.  ... 
doi:10.1007/978-1-4842-0653-9_7 fatcat:b6s3wv3jcvf6xiniouokdhwtba

Semantic Data Management (Dagstuhl Seminar 12171)

Daniel Keefe, Antonio Krüger, Frank Steinicke, Jean-Baptiste De, Rivière, Grigoris Antoniou, Oscar Corcho, Karl Aberer, Elena Simperl, Rudi
2012 unpublished
paradigm to use for complex retrieval tasks (keywords, natural language, facets), and the possibility of using semantics or providing a broader search context.  ...  Reification made easy We propose a new indexing scheme for RDF data which makes it possible to efficiently index the data and answer queries about both ground statements and metadata about those statements  ...  networks) How to extract differences between provenance logs Billing purposes / Privacy aspects (you bill for dataset usage and have to bill people for the answers provided to queries) Credit, attribution  ... 

The First International Conference on Data Analytics Committee DATA ANALYTICS 2012 Technical Program Committee

Sandjai Bhulai, Joseph Zernik, Sandjai Bhulai, Joseph Zernik, Rajeev Agrawal, Fabricio Alves Barbosa Da Silva, Giuliano Armano, Ryan Benton, Michael Berthold, Michelangelo Ceci, David Chiu, Alain Crolotte (+27 others)
Forward The First International Conference on Data Analytics (DATA ANALYTICS 2012)   unpublished
Processing of terabytes to petabytes of data, or incorporating non-structural data and multi-structured data sources and types require advanced analytics and data science mechanisms for both raw and partially-processed  ...  We also gratefully thank the members of the DATA ANALYTICS 2012 organizing committee for their help in handling the logistics and for their work that is making this professional meeting a success.  ...  Zicari, Natascha Hoebel, Karsten Tolle, Naveed Mushtaq, and Nikolaos Korfiatis of the Gugubarra team, for their valuable support and fruitful discussions.  ... 

eKNOW Special Area Chairs Technological foresight and socio-economic evolution modelling eKNOW 2016 Committee eKNOW Advisory Committee eKNOW Special Area Chairs Technological foresight and socio-economic evolution modelling

Conceição Granja, Dirk Malzahn, Dirk Malzahn, Roy Oberhauser, Conceição Granja, Andrzej Skulimowski, Dirk Malzahn, Roy Oberhauser, Conceição Granja, Andrzej Skulimowski, Panos Alexopoulos, Jesus Manuel (+68 others)
2016 unpublished
Information technologies allow optimization in searching and interpreting data, yet special constraints imposed by the digital society require on-demand, ethics, and legal aspects, as well as user privacy  ...  Using validated knowledge for information and process management, as well as for decision support mechanisms, raises a series of questions the conference was aimed at.  ...  Harry Gruppen and his team at Wageningen University. ACKNOWLEDGMENT The author thanks Claudius Eisele for his assistance with the realization, evaluation, and diagrams.  ... 

Anthropological Evidence and Country of Origin Information in British Asylum Courts1 [chapter]

Anthony Good, Benjamin N. Lawrance, Galya Ruffer
Adjudicating Refugee and Asylum Status  
Organisation for Economic Co-operation and Development (OECD) The Organisation for Economic Co-operation and Development (OECD) was established in 1961 and comprises 34 Member States including many European  ...  OECD publishes the Social Institutions and Gender Index, SIGI, which provides information related to gender inequalities in more than 100 countries:  ...  This makes it possible to search for the complete text of all the indexed documents and to use the added metadata for searching and filtering.  ... 
doi:10.1017/cbo9781107706460.008 fatcat:qimpjrkl6zhyhkiyfhkoyjp6mi

The Digital Way Using Biometric Data

A.V. Novichkova, Russian State Social University, S.V. Veretekhina, Russian State Social University
2020 Contemporary problems of social work  
All this serves as a key point for forming an opinion about the safety of using biometric data in the formation of a digital human footprint.  ...  The possible outcomes of the future are traced and considered by the development of modern technologies. It also examines the human factor in a data leak situation.  ...  in writing this article and conducting the study.  ... 
doi:10.17922/2412-5466-2020-6-3-4-11 fatcat:26fhhnfduffebeprmqflbiigwy

Islam tweets

Mathias Hörlesberger
2016 unpublished
When looking closer at Islam's notion of jihad, one can see that there is jihad by the sword, referring to combative actions, and the jihad by heart, mouth and hand, which some Muslim jurist-theologians  ...  The missing link connecting both, the selected Muslim scholars and the Islamic State, is their underlying ideology, namely Sala sm.  ...  For doing so Twitter offers two Application Programming Interface (API) elements: the search API, and the streaming API.  ... 
doi:10.25365/thesis.42853 fatcat:zhbm6nqa35e7bpubuqjl3ylv2i

2012 Jahresbericht Annual Report Jahresbericht Annual Report

Kontakt Geschäftsstelle, Schloss Dagstuhl, Heike Clemens, Jutka Gasiorowski
2013 unpublished
Acknowledgments Many thanks to the Dagstuhl office and its helpful and patient staff; huge thanks to the organizers of the previous seminars in the series for setting us up for success; and thanks to all  ...  the participants, who worked hard and were amiable company all week.  ...  The dashed red line is a traditional index-to-index lookup plan: that is, search in secondary index, row fetch out of the primary (clustered) index.  ... 

When in doubt ask the crowd : leveraging collective intelligence for improving event detection and machine learning [article]

Mihai Georgescu, University, My
The results R = {p r } are computed and retrieved by the search engine managing the index. R is split into D and S, and displayed correspondingly, with the option to give feedback.  ...  Moreover, they introduce a large scale deduplication ground truth dataset based on Mendeley 2 and a Solr 3 -based technique relying on title searches.  ... 
doi:10.15488/8457 fatcat:ikul6z5pijej7lixobizpb3zvq

Deconstructing Chinese online community: users' participation in Bilibili live stream channels [article]

Yingjie Huang, University Of Edinburgh, Daniel Hammond, Mark McLeister
By using participant observation and micro-level analysis, this thesis seeks to explain the participation of live streamers and viewers and their construction of the community in live streaming channels  ...  Contributing to the existing studies of Chinese Internet and society, this thesis argues that the participation of live streamers and viewers shows the collective mobility of users in carrying out consumption  ...  and information retrieval (Buckingham, 2011 (Bilibili, 2018d) .  ... 
doi:10.7488/era/786 fatcat:eaoaqktw7ra27lrdezdyjkgjsu
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