FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2976394881> ?p ?o ?g. }

• W2976394881 abstract "How to incorporate external knowledge into a neural dialogue model is critically important for dialogue systems to behave like real humans. To handle this problem, memory networks are usually a great choice and a promising way. However, existing memory networks do not perform well when leveraging heterogeneous information from different sources. In this paper, we propose a novel and versatile external memory networks called Heterogeneous Memory Networks (HMNs), to simultaneously utilize user utterances, dialogue history and background knowledge tuples. In our method, historical sequential dialogues are encoded and stored into the context-aware memory enhanced by gating mechanism while grounding knowledge tuples are encoded and stored into the context-free memory. During decoding, the decoder augmented with HMNs recurrently selects each word in one response utterance from these two memories and a general vocabulary. Experimental results on multiple real-world datasets show that HMNs significantly outperform the state-of-the-art data-driven task-oriented dialogue models in most domains." @default.
• W2976394881 created "2019-10-03" @default.
• W2976394881 creator A5018390407 @default.
• W2976394881 creator A5028258863 @default.
• W2976394881 creator A5042973046 @default.
• W2976394881 creator A5079229946 @default.
• W2976394881 creator A5089239640 @default.
• W2976394881 date "2019-09-25" @default.
• W2976394881 modified "2023-09-24" @default.
• W2976394881 title "Task-Oriented Conversation Generation Using Heterogeneous Memory Networks" @default.
• W2976394881 cites W10957333 @default.
• W2976394881 cites W1518951372 @default.
• W2976394881 cites W1587998903 @default.
• W2976394881 cites W1591706642 @default.
• W2976394881 cites W1793121960 @default.
• W2976394881 cites W1902237438 @default.
• W2976394881 cites W2101105183 @default.
• W2976394881 cites W2130942839 @default.
• W2976394881 cites W2157331557 @default.
• W2976394881 cites W2507756961 @default.
• W2976394881 cites W2563734883 @default.
• W2976394881 cites W2604580630 @default.
• W2976394881 cites W2606333299 @default.
• W2976394881 cites W2606974598 @default.
• W2976394881 cites W2616122292 @default.
• W2976394881 cites W2789033601 @default.
• W2976394881 cites W2803299344 @default.
• W2976394881 cites W2807873315 @default.
• W2976394881 cites W2950527759 @default.
• W2976394881 cites W2963068985 @default.
• W2976394881 cites W2963520511 @default.
• W2976394881 cites W2963789888 @default.
• W2976394881 cites W2963797754 @default.
• W2976394881 cites W2963863909 @default.
• W2976394881 cites W2963963856 @default.
• W2976394881 cites W2964165364 @default.
• W2976394881 cites W2964199361 @default.
• W2976394881 cites W2964210218 @default.
• W2976394881 doi "https://doi.org/10.48550/arxiv.1909.11287" @default.
• W2976394881 hasPublicationYear "2019" @default.
• W2976394881 type Work @default.
• W2976394881 sameAs 2976394881 @default.
• W2976394881 citedByCount "2" @default.
• W2976394881 countsByYear W29763948812020 @default.
• W2976394881 crossrefType "posted-content" @default.
• W2976394881 hasAuthorship W2976394881A5018390407 @default.
• W2976394881 hasAuthorship W2976394881A5028258863 @default.
• W2976394881 hasAuthorship W2976394881A5042973046 @default.
• W2976394881 hasAuthorship W2976394881A5079229946 @default.
• W2976394881 hasAuthorship W2976394881A5089239640 @default.
• W2976394881 hasBestOaLocation W29763948811 @default.
• W2976394881 hasConcept C118615104 @default.
• W2976394881 hasConcept C118930307 @default.
• W2976394881 hasConcept C138885662 @default.
• W2976394881 hasConcept C144024400 @default.
• W2976394881 hasConcept C151730666 @default.
• W2976394881 hasConcept C154945302 @default.
• W2976394881 hasConcept C162324750 @default.
• W2976394881 hasConcept C187736073 @default.
• W2976394881 hasConcept C2775852435 @default.
• W2976394881 hasConcept C2777200299 @default.
• W2976394881 hasConcept C2777601683 @default.
• W2976394881 hasConcept C2779343474 @default.
• W2976394881 hasConcept C2780451532 @default.
• W2976394881 hasConcept C33923547 @default.
• W2976394881 hasConcept C41008148 @default.
• W2976394881 hasConcept C41895202 @default.
• W2976394881 hasConcept C46312422 @default.
• W2976394881 hasConcept C57273362 @default.
• W2976394881 hasConcept C76155785 @default.
• W2976394881 hasConcept C86803240 @default.
• W2976394881 hasConceptScore W2976394881C118615104 @default.
• W2976394881 hasConceptScore W2976394881C118930307 @default.
• W2976394881 hasConceptScore W2976394881C138885662 @default.
• W2976394881 hasConceptScore W2976394881C144024400 @default.
• W2976394881 hasConceptScore W2976394881C151730666 @default.
• W2976394881 hasConceptScore W2976394881C154945302 @default.
• W2976394881 hasConceptScore W2976394881C162324750 @default.
• W2976394881 hasConceptScore W2976394881C187736073 @default.
• W2976394881 hasConceptScore W2976394881C2775852435 @default.
• W2976394881 hasConceptScore W2976394881C2777200299 @default.
• W2976394881 hasConceptScore W2976394881C2777601683 @default.
• W2976394881 hasConceptScore W2976394881C2779343474 @default.
• W2976394881 hasConceptScore W2976394881C2780451532 @default.
• W2976394881 hasConceptScore W2976394881C33923547 @default.
• W2976394881 hasConceptScore W2976394881C41008148 @default.
• W2976394881 hasConceptScore W2976394881C41895202 @default.
• W2976394881 hasConceptScore W2976394881C46312422 @default.
• W2976394881 hasConceptScore W2976394881C57273362 @default.
• W2976394881 hasConceptScore W2976394881C76155785 @default.
• W2976394881 hasConceptScore W2976394881C86803240 @default.
• W2976394881 hasLocation W29763948811 @default.
• W2976394881 hasOpenAccess W2976394881 @default.
• W2976394881 hasPrimaryLocation W29763948811 @default.
• W2976394881 hasRelatedWork W2120194598 @default.
• W2976394881 hasRelatedWork W2153756847 @default.
• W2976394881 hasRelatedWork W2199304574 @default.
• W2976394881 hasRelatedWork W2279530128 @default.
• W2976394881 hasRelatedWork W2617912076 @default.
• W2976394881 hasRelatedWork W2740839587 @default.

• next