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A Web Interface for Microtask-Based Crowdsourcing
Ilya Sukhopluev, Dmitry Ustalov
NLPub
Outline• Introduction•Related Work•Mechanical Tsar•Case Study: RSR•Conclusion
Introduction•Everybody loves crowdsouring:• data enrichment;• data validation;• solving “AI-hard” problems;•making the world a better place.
•Crowdsourcing needs infrastructure.•This talk is neither about AI nor NLP……but we have the matter to discuss.
Related Work•TurKit• http://groups.csail.mit.edu/uid/turkit/
•psiTurk• https://psiturk.org/
•Troia• https://github.com/ipeirotis/Troia-Server
•PyBossa• http://pybossa.com/
Mechanical Tsar•A crowdsourcing engine.• Runs microtasks.• Collects the answers.• Aggregates them!
•Different front-ends:•Web, Telegram, etc.
•http://mtsar.nlpub.org/•https://nlpub.ru/Mechanical_Tsar
Architecture•Mechanical Tsar is the engine.•Boyarin is a front-end application.•PostgreSQL is the database.•Piwik is the telemetry system.
Example: RDT (2016)•Continuation of the RUSSE study.• http://russe.nlpub.ru/
•Evaluating word relatedness.
Panchenko A. et al. (2016) Human and Machine Judgements for Russian Semantic Relatedness. To appear in Springer CCIS vol. 661.
Mechanical Tsar: Stages
Mechanical Tsar: Setup
Boyarin: Annotation
Conclusion• It is free. No reason not to use it.•Cooperation wanted!!•Plans:• track & analyze the user activity;• try more workflows.
•Cases:• shared task annotation;• private crowdsourcing.
Thank You!•Dmitry Ustalov,[email protected] I provide a LinkedIn link here.•http://mtsar.nlpub.org/The reported study was funded by Russian Foundation for Basic Research according to the research project № 16-37-00354 мол_а “Adaptive Crowdsourcing Methods for Linguistic Resources”. This work was supported by the Russian Foundation for the Humanities project № 13-04-12020 “New Open Electronic Thesaurus for Russian” and project № 16-04-12019 “RussNet and YARN thesauri integration”. The present work is also supported by a short-term grant provided by the Deutscher Akademischer Austauschdienst.