FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2973004186> ?p ?o ?g. }

• W2973004186 abstract "Virtual assistants such as Google Assistant, Alexa and Siri provide a conversational interface to a large number of services and APIs spanning multiple domains. Such systems need to support an ever-increasing number of services with possibly overlapping functionality. Furthermore, some of these services have little to no training data available. Existing public datasets for task-oriented dialogue do not sufficiently capture these challenges since they cover few domains and assume a single static ontology per domain. In this work, we introduce the the Schema-Guided Dialogue (SGD) dataset, containing over 16k multi-domain conversations spanning 16 domains. Our dataset exceeds the existing task-oriented dialogue corpora in scale, while also highlighting the challenges associated with building large-scale virtual assistants. It provides a challenging testbed for a number of tasks including language understanding, slot filling, dialogue state tracking and response generation. Along the same lines, we present a schema-guided paradigm for task-oriented dialogue, in which predictions are made over a dynamic set of intents and slots, provided as input, using their natural language descriptions. This allows a single dialogue system to easily support a large number of services and facilitates simple integration of new services without requiring additional training data. Building upon the proposed paradigm, we release a model for dialogue state tracking capable of zero-shot generalization to new APIs, while remaining competitive in the regular setting." @default.
• W2973004186 created "2019-09-19" @default.
• W2973004186 creator A5049537668 @default.
• W2973004186 creator A5070178342 @default.
• W2973004186 creator A5071362273 @default.
• W2973004186 creator A5086037782 @default.
• W2973004186 creator A5087687501 @default.
• W2973004186 date "2019-09-12" @default.
• W2973004186 modified "2023-09-27" @default.
• W2973004186 title "Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset" @default.
• W2973004186 cites W1969152782 @default.
• W2973004186 cites W1993567041 @default.
• W2973004186 cites W2077302143 @default.
• W2973004186 cites W2250297846 @default.
• W2973004186 cites W2251058040 @default.
• W2973004186 cites W2251235149 @default.
• W2973004186 cites W2604698497 @default.
• W2973004186 cites W2604986524 @default.
• W2973004186 cites W2759621817 @default.
• W2973004186 cites W2784070054 @default.
• W2973004186 cites W2798367796 @default.
• W2973004186 cites W2888849322 @default.
• W2973004186 cites W2899663614 @default.
• W2973004186 cites W2945475330 @default.
• W2973004186 cites W2951088751 @default.
• W2973004186 cites W2962739339 @default.
• W2973004186 cites W2963341956 @default.
• W2973004186 cites W2963578915 @default.
• W2973004186 cites W2963641152 @default.
• W2973004186 cites W2963797754 @default.
• W2973004186 cites W2964006684 @default.
• W2973004186 cites W2964057895 @default.
• W2973004186 cites W2964071174 @default.
• W2973004186 cites W2964101860 @default.
• W2973004186 cites W2964214126 @default.
• W2973004186 cites W2972777589 @default.
• W2973004186 cites W2973230427 @default.
• W2973004186 hasPublicationYear "2019" @default.
• W2973004186 type Work @default.
• W2973004186 sameAs 2973004186 @default.
• W2973004186 citedByCount "6" @default.
• W2973004186 countsByYear W29730041862020 @default.
• W2973004186 countsByYear W29730041862021 @default.
• W2973004186 crossrefType "posted-content" @default.
• W2973004186 hasAuthorship W2973004186A5049537668 @default.
• W2973004186 hasAuthorship W2973004186A5070178342 @default.
• W2973004186 hasAuthorship W2973004186A5071362273 @default.
• W2973004186 hasAuthorship W2973004186A5086037782 @default.
• W2973004186 hasAuthorship W2973004186A5087687501 @default.
• W2973004186 hasConcept C107457646 @default.
• W2973004186 hasConcept C119857082 @default.
• W2973004186 hasConcept C136764020 @default.
• W2973004186 hasConcept C154945302 @default.
• W2973004186 hasConcept C162324750 @default.
• W2973004186 hasConcept C187736073 @default.
• W2973004186 hasConcept C195324797 @default.
• W2973004186 hasConcept C2779041454 @default.
• W2973004186 hasConcept C2779439875 @default.
• W2973004186 hasConcept C2780451532 @default.
• W2973004186 hasConcept C31395832 @default.
• W2973004186 hasConcept C41008148 @default.
• W2973004186 hasConcept C48044578 @default.
• W2973004186 hasConcept C52146309 @default.
• W2973004186 hasConcept C77088390 @default.
• W2973004186 hasConceptScore W2973004186C107457646 @default.
• W2973004186 hasConceptScore W2973004186C119857082 @default.
• W2973004186 hasConceptScore W2973004186C136764020 @default.
• W2973004186 hasConceptScore W2973004186C154945302 @default.
• W2973004186 hasConceptScore W2973004186C162324750 @default.
• W2973004186 hasConceptScore W2973004186C187736073 @default.
• W2973004186 hasConceptScore W2973004186C195324797 @default.
• W2973004186 hasConceptScore W2973004186C2779041454 @default.
• W2973004186 hasConceptScore W2973004186C2779439875 @default.
• W2973004186 hasConceptScore W2973004186C2780451532 @default.
• W2973004186 hasConceptScore W2973004186C31395832 @default.
• W2973004186 hasConceptScore W2973004186C41008148 @default.
• W2973004186 hasConceptScore W2973004186C48044578 @default.
• W2973004186 hasConceptScore W2973004186C52146309 @default.
• W2973004186 hasConceptScore W2973004186C77088390 @default.
• W2973004186 hasLocation W29730041861 @default.
• W2973004186 hasOpenAccess W2973004186 @default.
• W2973004186 hasPrimaryLocation W29730041861 @default.
• W2973004186 hasRelatedWork W1550270823 @default.
• W2973004186 hasRelatedWork W2107693920 @default.
• W2973004186 hasRelatedWork W2399233635 @default.
• W2973004186 hasRelatedWork W2430018012 @default.
• W2973004186 hasRelatedWork W2769216919 @default.
• W2973004186 hasRelatedWork W2891438207 @default.
• W2973004186 hasRelatedWork W2922234509 @default.
• W2973004186 hasRelatedWork W2949557735 @default.
• W2973004186 hasRelatedWork W2972616597 @default.
• W2973004186 hasRelatedWork W2997771882 @default.
• W2973004186 hasRelatedWork W3030150652 @default.
• W2973004186 hasRelatedWork W3083182073 @default.
• W2973004186 hasRelatedWork W3093749643 @default.
• W2973004186 hasRelatedWork W3129379356 @default.
• W2973004186 hasRelatedWork W3135981671 @default.
• W2973004186 hasRelatedWork W3155676782 @default.
• W2973004186 hasRelatedWork W3160847843 @default.
• W2973004186 hasRelatedWork W3185848858 @default.

• next