FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4366282142> ?p ?o ?g. }

• W4366282142 endingPage "5041" @default.
• W4366282142 startingPage "5041" @default.
• W4366282142 abstract "The development of conversational agents that can generate relevant and meaningful replies is a challenging task in the field of natural language processing. Context and predictive capabilities are crucial factors that humans rely on for effective communication. Prior studies have had a significant limitation in that they do not adequately consider the relationship between utterances in conversations when generating responses. This study aims to address this limitation by proposing a novel method that comprehensively models the contextual information of the current utterance for response generation. A commonly used approach is to rely on the information of the current utterance to generate the corresponding response, and as such it does not take advantage of the context of a multi-turn conversation. In our proposal, different from other studies, we will use a bi-directional context in which the historical direction helps the model remember information from the past in the conversation, while the future direction enables the model to anticipate its impact afterward. We combine a Transformer-based sequence-to-sequence model and the reinforcement learning algorithm to achieve our goal. Experimental results demonstrate the effectiveness of the proposed model through qualitative evaluation of some generated samples, in which the proposed model increases 24% average BLEU score and 29% average ROUGE score compared to the baseline model. This result also shows that our proposed model improves from 5% to 151% for the average BLEU score compared with previous related studies." @default.
• W4366282142 created "2023-04-20" @default.
• W4366282142 creator A5032785917 @default.
• W4366282142 creator A5067682200 @default.
• W4366282142 date "2023-04-17" @default.
• W4366282142 modified "2023-09-26" @default.
• W4366282142 title "Exploring Bi-Directional Context for Improved Chatbot Response Generation Using Deep Reinforcement Learning" @default.
• W4366282142 cites W1518951372 @default.
• W4366282142 cites W1975244201 @default.
• W4366282142 cites W1993378086 @default.
• W4366282142 cites W2101105183 @default.
• W4366282142 cites W2119717200 @default.
• W4366282142 cites W2132997613 @default.
• W4366282142 cites W2510976782 @default.
• W4366282142 cites W2739936944 @default.
• W4366282142 cites W2952138241 @default.
• W4366282142 cites W2962796276 @default.
• W4366282142 cites W2962883855 @default.
• W4366282142 cites W2963167310 @default.
• W4366282142 cites W2963206148 @default.
• W4366282142 cites W2963463964 @default.
• W4366282142 cites W3009172038 @default.
• W4366282142 cites W3013658006 @default.
• W4366282142 cites W3034999214 @default.
• W4366282142 cites W3035451444 @default.
• W4366282142 cites W3036120435 @default.
• W4366282142 cites W3099140719 @default.
• W4366282142 cites W3156829097 @default.
• W4366282142 cites W3182829817 @default.
• W4366282142 cites W3205544360 @default.
• W4366282142 cites W3210401424 @default.
• W4366282142 cites W4224279631 @default.
• W4366282142 cites W4224298148 @default.
• W4366282142 cites W4226098626 @default.
• W4366282142 cites W4236521339 @default.
• W4366282142 cites W4282001726 @default.
• W4366282142 cites W4285732289 @default.
• W4366282142 cites W4287889738 @default.
• W4366282142 cites W4309120790 @default.
• W4366282142 cites W4313242160 @default.
• W4366282142 cites W4313558179 @default.
• W4366282142 doi "https://doi.org/10.3390/app13085041" @default.
• W4366282142 hasPublicationYear "2023" @default.
• W4366282142 type Work @default.
• W4366282142 citedByCount "1" @default.
• W4366282142 countsByYear W43662821422023 @default.
• W4366282142 crossrefType "journal-article" @default.
• W4366282142 hasAuthorship W4366282142A5032785917 @default.
• W4366282142 hasAuthorship W4366282142A5067682200 @default.
• W4366282142 hasBestOaLocation W43662821421 @default.
• W4366282142 hasConcept C119857082 @default.
• W4366282142 hasConcept C121332964 @default.
• W4366282142 hasConcept C137293760 @default.
• W4366282142 hasConcept C138885662 @default.
• W4366282142 hasConcept C151730666 @default.
• W4366282142 hasConcept C154945302 @default.
• W4366282142 hasConcept C165801399 @default.
• W4366282142 hasConcept C204321447 @default.
• W4366282142 hasConcept C2775852435 @default.
• W4366282142 hasConcept C2777200299 @default.
• W4366282142 hasConcept C2779041454 @default.
• W4366282142 hasConcept C2779343474 @default.
• W4366282142 hasConcept C28490314 @default.
• W4366282142 hasConcept C41008148 @default.
• W4366282142 hasConcept C41895202 @default.
• W4366282142 hasConcept C44291984 @default.
• W4366282142 hasConcept C62520636 @default.
• W4366282142 hasConcept C66322947 @default.
• W4366282142 hasConcept C86803240 @default.
• W4366282142 hasConcept C97541855 @default.
• W4366282142 hasConceptScore W4366282142C119857082 @default.
• W4366282142 hasConceptScore W4366282142C121332964 @default.
• W4366282142 hasConceptScore W4366282142C137293760 @default.
• W4366282142 hasConceptScore W4366282142C138885662 @default.
• W4366282142 hasConceptScore W4366282142C151730666 @default.
• W4366282142 hasConceptScore W4366282142C154945302 @default.
• W4366282142 hasConceptScore W4366282142C165801399 @default.
• W4366282142 hasConceptScore W4366282142C204321447 @default.
• W4366282142 hasConceptScore W4366282142C2775852435 @default.
• W4366282142 hasConceptScore W4366282142C2777200299 @default.
• W4366282142 hasConceptScore W4366282142C2779041454 @default.
• W4366282142 hasConceptScore W4366282142C2779343474 @default.
• W4366282142 hasConceptScore W4366282142C28490314 @default.
• W4366282142 hasConceptScore W4366282142C41008148 @default.
• W4366282142 hasConceptScore W4366282142C41895202 @default.
• W4366282142 hasConceptScore W4366282142C44291984 @default.
• W4366282142 hasConceptScore W4366282142C62520636 @default.
• W4366282142 hasConceptScore W4366282142C66322947 @default.
• W4366282142 hasConceptScore W4366282142C86803240 @default.
• W4366282142 hasConceptScore W4366282142C97541855 @default.
• W4366282142 hasIssue "8" @default.
• W4366282142 hasLocation W43662821421 @default.
• W4366282142 hasOpenAccess W4366282142 @default.
• W4366282142 hasPrimaryLocation W43662821421 @default.
• W4366282142 hasRelatedWork W207304934 @default.
• W4366282142 hasRelatedWork W2964413124 @default.
• W4366282142 hasRelatedWork W2995951327 @default.
• W4366282142 hasRelatedWork W3016124757 @default.

• next