FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3208784673> ?p ?o ?g. }

• W3208784673 endingPage "3374" @default.
• W3208784673 startingPage "3362" @default.
• W3208784673 abstract "This paper describes a generative model for extracting medical terms and their status from Chinese medical dialogues. Notably, the extracted semantic information plays an essential role in downstream tasks such as automatic medical scribe and automatic diagnosis system. However, how to effectively leverage dialogue context to generate medical terms and their corresponding status accurately remains less explored. Existing generative methods treat dialogue text as concentrated long text without considering the characteristics of conversation, such as colloquialism, redundancy, interactions, etc. Various colloquial medical information is frequently discussed between doctor and patient. Each of the speakers (doctor and patient) plays a specific role in the goals of interaction. Thus the role information and interactions between utterances are vital. Besides, current generative methods only utilize character-level tokens ignoring the word-level tokens, which is the smallest meaningful utterance in Chinese. In this paper, we propose a Multi-granularity Transformer (MGT) model to enhance the dialogue context understanding from multi-granularity features. We introduce word-level information by adapting a Lattice-based encoder with our proposed relative position encoding method. We further introduce utterance-level interaction information by proposing a Role Access Controlled Attention (RaCa) mechanism. Experimental results on two benchmark datasets illustrate our model's validity and effectiveness, achieving state-of-the-art performance on both datasets." @default.
• W3208784673 created "2021-11-08" @default.
• W3208784673 creator A5009884211 @default.
• W3208784673 creator A5015785439 @default.
• W3208784673 creator A5025180565 @default.
• W3208784673 creator A5061025828 @default.
• W3208784673 creator A5086778602 @default.
• W3208784673 creator A5089015542 @default.
• W3208784673 date "2021-01-01" @default.
• W3208784673 modified "2023-09-27" @default.
• W3208784673 title "Medical Term and Status Generation From Chinese Clinical Dialogue With Multi-Granularity Transformer" @default.
• W3208784673 cites W2017187889 @default.
• W3208784673 cites W2194775991 @default.
• W3208784673 cites W2773113124 @default.
• W3208784673 cites W2806237610 @default.
• W3208784673 cites W2806660129 @default.
• W3208784673 cites W2886305736 @default.
• W3208784673 cites W2890461267 @default.
• W3208784673 cites W2903928064 @default.
• W3208784673 cites W2913443447 @default.
• W3208784673 cites W2945475330 @default.
• W3208784673 cites W2962784628 @default.
• W3208784673 cites W2962904552 @default.
• W3208784673 cites W2963108794 @default.
• W3208784673 cites W2963641152 @default.
• W3208784673 cites W2963925437 @default.
• W3208784673 cites W2964045208 @default.
• W3208784673 cites W2964110616 @default.
• W3208784673 cites W2970017458 @default.
• W3208784673 cites W2971031624 @default.
• W3208784673 cites W2971066408 @default.
• W3208784673 cites W2989925457 @default.
• W3208784673 cites W3023186271 @default.
• W3208784673 cites W3034379414 @default.
• W3208784673 cites W3034408002 @default.
• W3208784673 cites W3034573951 @default.
• W3208784673 cites W3035642486 @default.
• W3208784673 doi "https://doi.org/10.1109/taslp.2021.3122301" @default.
• W3208784673 hasPublicationYear "2021" @default.
• W3208784673 type Work @default.
• W3208784673 sameAs 3208784673 @default.
• W3208784673 citedByCount "3" @default.
• W3208784673 countsByYear W32087846732023 @default.
• W3208784673 crossrefType "journal-article" @default.
• W3208784673 hasAuthorship W3208784673A5009884211 @default.
• W3208784673 hasAuthorship W3208784673A5015785439 @default.
• W3208784673 hasAuthorship W3208784673A5025180565 @default.
• W3208784673 hasAuthorship W3208784673A5061025828 @default.
• W3208784673 hasAuthorship W3208784673A5086778602 @default.
• W3208784673 hasAuthorship W3208784673A5089015542 @default.
• W3208784673 hasConcept C111919701 @default.
• W3208784673 hasConcept C118505674 @default.
• W3208784673 hasConcept C121332964 @default.
• W3208784673 hasConcept C138885662 @default.
• W3208784673 hasConcept C153083717 @default.
• W3208784673 hasConcept C154945302 @default.
• W3208784673 hasConcept C165801399 @default.
• W3208784673 hasConcept C177774035 @default.
• W3208784673 hasConcept C204321447 @default.
• W3208784673 hasConcept C2775852435 @default.
• W3208784673 hasConcept C2777200299 @default.
• W3208784673 hasConcept C2777530160 @default.
• W3208784673 hasConcept C39890363 @default.
• W3208784673 hasConcept C41008148 @default.
• W3208784673 hasConcept C41895202 @default.
• W3208784673 hasConcept C62520636 @default.
• W3208784673 hasConcept C66322947 @default.
• W3208784673 hasConceptScore W3208784673C111919701 @default.
• W3208784673 hasConceptScore W3208784673C118505674 @default.
• W3208784673 hasConceptScore W3208784673C121332964 @default.
• W3208784673 hasConceptScore W3208784673C138885662 @default.
• W3208784673 hasConceptScore W3208784673C153083717 @default.
• W3208784673 hasConceptScore W3208784673C154945302 @default.
• W3208784673 hasConceptScore W3208784673C165801399 @default.
• W3208784673 hasConceptScore W3208784673C177774035 @default.
• W3208784673 hasConceptScore W3208784673C204321447 @default.
• W3208784673 hasConceptScore W3208784673C2775852435 @default.
• W3208784673 hasConceptScore W3208784673C2777200299 @default.
• W3208784673 hasConceptScore W3208784673C2777530160 @default.
• W3208784673 hasConceptScore W3208784673C39890363 @default.
• W3208784673 hasConceptScore W3208784673C41008148 @default.
• W3208784673 hasConceptScore W3208784673C41895202 @default.
• W3208784673 hasConceptScore W3208784673C62520636 @default.
• W3208784673 hasConceptScore W3208784673C66322947 @default.
• W3208784673 hasLocation W32087846731 @default.
• W3208784673 hasOpenAccess W3208784673 @default.
• W3208784673 hasPrimaryLocation W32087846731 @default.
• W3208784673 hasRelatedWork W1567338489 @default.
• W3208784673 hasRelatedWork W159132833 @default.
• W3208784673 hasRelatedWork W1978971213 @default.
• W3208784673 hasRelatedWork W2093212730 @default.
• W3208784673 hasRelatedWork W2351961066 @default.
• W3208784673 hasRelatedWork W2380423090 @default.
• W3208784673 hasRelatedWork W2909970382 @default.
• W3208784673 hasRelatedWork W4244904860 @default.
• W3208784673 hasRelatedWork W4366341475 @default.
• W3208784673 hasRelatedWork W4378508522 @default.
• W3208784673 hasVolume "29" @default.

• next