FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2989692108> ?p ?o ?g. }

• W2989692108 abstract "Conversations have an intrinsic one-to-many property, which means that multiple responses can be appropriate for the same dialog context. In task-oriented dialogs, this property leads to different valid dialog policies towards task completion. However, none of the existing task-oriented dialog generation approaches takes this property into account. We propose a Multi-Action Data Augmentation (MADA) framework to utilize the one-to-many property to generate diverse appropriate dialog responses. Specifically, we first use dialog states to summarize the dialog history, and then discover all possible mappings from every dialog state to its different valid system actions. During dialog system training, we enable the current dialog state to map to all valid system actions discovered in the previous process to create additional state-action pairs. By incorporating these additional pairs, the dialog policy learns a balanced action distribution, which further guides the dialog model to generate diverse responses. Experimental results show that the proposed framework consistently improves dialog policy diversity, and results in improved response diversity and appropriateness. Our model obtains state-of-the-art results on MultiWOZ." @default.
• W2989692108 created "2019-12-05" @default.
• W2989692108 creator A5010173604 @default.
• W2989692108 creator A5061025828 @default.
• W2989692108 creator A5078699661 @default.
• W2989692108 date "2019-11-24" @default.
• W2989692108 modified "2023-09-27" @default.
• W2989692108 title "Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context" @default.
• W2989692108 cites W1948566616 @default.
• W2989692108 cites W1975244201 @default.
• W2989692108 cites W2083195487 @default.
• W2989692108 cites W2101105183 @default.
• W2989692108 cites W2130942839 @default.
• W2989692108 cites W2557436004 @default.
• W2989692108 cites W2604444020 @default.
• W2989692108 cites W2616122292 @default.
• W2989692108 cites W2698810342 @default.
• W2989692108 cites W2788932366 @default.
• W2989692108 cites W2798664956 @default.
• W2989692108 cites W2798914047 @default.
• W2989692108 cites W2889502429 @default.
• W2989692108 cites W2891732163 @default.
• W2989692108 cites W2938704169 @default.
• W2989692108 cites W2939790162 @default.
• W2989692108 cites W2947480709 @default.
• W2989692108 cites W2951877072 @default.
• W2989692108 cites W2962717182 @default.
• W2989692108 cites W2963206148 @default.
• W2989692108 cites W2963341956 @default.
• W2989692108 cites W2963790827 @default.
• W2989692108 cites W2963797754 @default.
• W2989692108 cites W2963887424 @default.
• W2989692108 cites W2963903950 @default.
• W2989692108 cites W2963974889 @default.
• W2989692108 cites W2964101860 @default.
• W2989692108 cites W2964165364 @default.
• W2989692108 cites W2964308564 @default.
• W2989692108 doi "https://doi.org/10.48550/arxiv.1911.10484" @default.
• W2989692108 hasPublicationYear "2019" @default.
• W2989692108 type Work @default.
• W2989692108 sameAs 2989692108 @default.
• W2989692108 citedByCount "17" @default.
• W2989692108 countsByYear W29896921082020 @default.
• W2989692108 countsByYear W29896921082021 @default.
• W2989692108 crossrefType "posted-content" @default.
• W2989692108 hasAuthorship W2989692108A5010173604 @default.
• W2989692108 hasAuthorship W2989692108A5061025828 @default.
• W2989692108 hasAuthorship W2989692108A5078699661 @default.
• W2989692108 hasBestOaLocation W29896921081 @default.
• W2989692108 hasConcept C107457646 @default.
• W2989692108 hasConcept C111472728 @default.
• W2989692108 hasConcept C121332964 @default.
• W2989692108 hasConcept C127413603 @default.
• W2989692108 hasConcept C136764020 @default.
• W2989692108 hasConcept C138885662 @default.
• W2989692108 hasConcept C151730666 @default.
• W2989692108 hasConcept C154945302 @default.
• W2989692108 hasConcept C173853756 @default.
• W2989692108 hasConcept C17744445 @default.
• W2989692108 hasConcept C189950617 @default.
• W2989692108 hasConcept C190954187 @default.
• W2989692108 hasConcept C199360897 @default.
• W2989692108 hasConcept C199539241 @default.
• W2989692108 hasConcept C201995342 @default.
• W2989692108 hasConcept C204321447 @default.
• W2989692108 hasConcept C2779343474 @default.
• W2989692108 hasConcept C2780451532 @default.
• W2989692108 hasConcept C2780791683 @default.
• W2989692108 hasConcept C2781316041 @default.
• W2989692108 hasConcept C41008148 @default.
• W2989692108 hasConcept C62520636 @default.
• W2989692108 hasConcept C86803240 @default.
• W2989692108 hasConcept C98045186 @default.
• W2989692108 hasConceptScore W2989692108C107457646 @default.
• W2989692108 hasConceptScore W2989692108C111472728 @default.
• W2989692108 hasConceptScore W2989692108C121332964 @default.
• W2989692108 hasConceptScore W2989692108C127413603 @default.
• W2989692108 hasConceptScore W2989692108C136764020 @default.
• W2989692108 hasConceptScore W2989692108C138885662 @default.
• W2989692108 hasConceptScore W2989692108C151730666 @default.
• W2989692108 hasConceptScore W2989692108C154945302 @default.
• W2989692108 hasConceptScore W2989692108C173853756 @default.
• W2989692108 hasConceptScore W2989692108C17744445 @default.
• W2989692108 hasConceptScore W2989692108C189950617 @default.
• W2989692108 hasConceptScore W2989692108C190954187 @default.
• W2989692108 hasConceptScore W2989692108C199360897 @default.
• W2989692108 hasConceptScore W2989692108C199539241 @default.
• W2989692108 hasConceptScore W2989692108C201995342 @default.
• W2989692108 hasConceptScore W2989692108C204321447 @default.
• W2989692108 hasConceptScore W2989692108C2779343474 @default.
• W2989692108 hasConceptScore W2989692108C2780451532 @default.
• W2989692108 hasConceptScore W2989692108C2780791683 @default.
• W2989692108 hasConceptScore W2989692108C2781316041 @default.
• W2989692108 hasConceptScore W2989692108C41008148 @default.
• W2989692108 hasConceptScore W2989692108C62520636 @default.
• W2989692108 hasConceptScore W2989692108C86803240 @default.
• W2989692108 hasConceptScore W2989692108C98045186 @default.
• W2989692108 hasLocation W29896921081 @default.
• W2989692108 hasLocation W29896921082 @default.
• W2989692108 hasOpenAccess W2989692108 @default.

• next