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dc.contributor.authorDalal, Dhairya
dc.date.accessioned2019-12-10T07:57:47Z
dc.date.created2018-11
dc.date.issued2018-10-05
dc.date.submitted2018
dc.identifier.citationDalal, Dhairya. 2018. Socrates Sim: A Dialog Simulation Framework to Support Task Completion Dialog Research. Master's thesis, Harvard Extension School.
dc.identifier.urihttp://nrs.harvard.edu/urn-3:HUL.InstRepos:42004028*
dc.description.abstractIn this thesis, we propose an end-to-end dialog simulation framework, called Socrates Sim, to support task completion dialog research. The goal of the framework is to provide a set of tools that will simulate conversations between a user simulator and a dialog agent in order evaluate the performance of the dialog agent and generate annotated data. Specifically, Socrates Sim framework allows the researcher to define the custom dialog domains, build user simulators, and run multiple simulations with a provided dialog agent. To demonstrate the flexibility of the framework to generalize to new domains, we will implement end-to-end simulations for the restaurant recom- mendation and move booking use case. The framework is implemented in Python 3.6 and made available on github (https://github.com/dhairyadalal/socrates).
dc.description.sponsorshipSoftware Engineering
dc.format.mimetypeapplication/pdf
dash.licenseLAA
dc.subjectdialog simulator, task completion dialog, framework, user simulator, neural machine translation
dc.titleSocrates Sim: A Dialog Simulation Framework to Support Task Completion Dialog Research
dc.typeThesis or Dissertation
dash.depositing.authorDalal, Dhairya
dc.date.available2019-12-10T07:57:47Z
thesis.degree.date2018
thesis.degree.grantorHarvard Extension School
thesis.degree.grantorHarvard Extension School
thesis.degree.levelMasters
thesis.degree.levelMasters
thesis.degree.nameALM
thesis.degree.nameALM
dc.contributor.committeeMemberJaume, Sylvain
dc.contributor.committeeMemberShieber, Stuart
dc.type.materialtext
thesis.degree.departmentSoftware Engineering
thesis.degree.departmentSoftware Engineering
dash.identifier.vireo
dc.identifier.orcid0000-0003-0279-234X
dash.author.emaildhairya.b.dalal@gmail.com


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