About: Alex: Bootstrapping a Spoken Dialogoue System for a New Domain by Real Users

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Alex: Bootstrapping a Spoken Dialogoue System for a New Domain by Real Users Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://www.sigdial.org/workshops/conference15/proceedings/pdf/W14-4311.pdf
Description	When deploying a spoken dialogue system in a new domain, one faces a situation where little to no data is available to train domain-specific statistical models. We describe our experience with bootstrapping a dialogue system for public transit and weather information in real-word deployment under public use. We proceeded incrementally, starting from a minimal system put on a toll-free telephone number to collect speech data. We were able to incorporate statistical modules trained on collected data - in-domain speech recognition language models and spoken language understanding - while simultaneously extending the domain, making use of automatically generated semantic annotation. Our approach shows that a successful system can be built with minimal effort and no in-domain data at hand. When deploying a spoken dialogue system in a new domain, one faces a situation where little to no data is available to train domain-specific statistical models. We describe our experience with bootstrapping a dialogue system for public transit and weather information in real-word deployment under public use. We proceeded incrementally, starting from a minimal system put on a toll-free telephone number to collect speech data. We were able to incorporate statistical modules trained on collected data - in-domain speech recognition language models and spoken language understanding - while simultaneously extending the domain, making use of automatically generated semantic annotation. Our approach shows that a successful system can be built with minimal effort and no in-domain data at hand. (en)
Title	Alex: Bootstrapping a Spoken Dialogoue System for a New Domain by Real Users Alex: Bootstrapping a Spoken Dialogoue System for a New Domain by Real Users (en)
skos:prefLabel	Alex: Bootstrapping a Spoken Dialogoue System for a New Domain by Real Users Alex: Bootstrapping a Spoken Dialogoue System for a New Domain by Real Users (en)
skos:notation	RIV/00216208:11320/14:10289369!RIV15-MSM-11320___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(LK11221), P(LM2010013), S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Dušek, Ondřej Plátek, Ondřej Žilka, Lukáš Jurčíček, Filip
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Karlova v Praze / Matematicko-fyzikální fakulta
http://linked.open...dnocenehoVysledku	2128
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/14:10289369
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	users; real; domain; system; dialogoue; spoken; bootstrapping; alex (en)
http://linked.open.../riv/klicoveSlovo	spoken alex domain system bootstrapping real users dialogoue
http://linked.open...ontrolniKodProRIV	[C8E4BAE59B3A]
http://linked.open...v/mistoKonaniAkce	Philadelphia, PA, USA
http://linked.open...i/riv/mistoVydani	Stroudsburg, PA, USA
http://linked.open...i/riv/nazevZdroje	Proceedings of the 15th Annual Meeting of the Special Interest Group on Discourse and Dialogue
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	4 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Development of statistical methods for spoken dalogue systems LINDAT-CLARIN: Institute for analysis, processing and distribution of linguistic data
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Dušek, Ondřej Jurčíček, Filip Plátek, Ondřej Žilka, Lukáš
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-06-18 (xsd:date)
number of pages	5 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Association for Computational Linguistics
https://schema.org/isbn	978-1-941643-21-1
http://localhost/t...ganizacniJednotka	11320

Faceted Search & Find service v1.16.118 as of Jun 21 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 58 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software