Matches in SemOpenAlex for { <https://semopenalex.org/work/W4379540230> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W4379540230 abstract "Social media is one of the most highly sought resources for analyzing characteristics of the language by its users. In particular, many researchers utilized various linguistic features of mental health problems from social media. However, existing approaches to detecting mental disorders face critical challenges, such as the scarcity of high-quality data or the trade-off between addressing the complexity of models and presenting interpretable results grounded in expert domain knowledge. To address these challenges, we design a simple but flexible model that preserves domain-based interpretability. We propose a novel approach that captures the semantic meanings directly from the text and compares them to symptom-related descriptions. Experimental results demonstrate that our model outperforms relevant baselines on various mental disorder detection tasks. Our detailed analysis shows that the proposed model is effective at leveraging domain knowledge, transferable to other mental disorders, and providing interpretable detection results." @default.
- W4379540230 created "2023-06-07" @default.
- W4379540230 creator A5044491951 @default.
- W4379540230 creator A5044606754 @default.
- W4379540230 creator A5055765134 @default.
- W4379540230 creator A5077311007 @default.
- W4379540230 date "2023-06-05" @default.
- W4379540230 modified "2023-09-27" @default.
- W4379540230 title "A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires" @default.
- W4379540230 doi "https://doi.org/10.48550/arxiv.2306.02955" @default.
- W4379540230 hasPublicationYear "2023" @default.
- W4379540230 type Work @default.
- W4379540230 citedByCount "0" @default.
- W4379540230 crossrefType "posted-content" @default.
- W4379540230 hasAuthorship W4379540230A5044491951 @default.
- W4379540230 hasAuthorship W4379540230A5044606754 @default.
- W4379540230 hasAuthorship W4379540230A5055765134 @default.
- W4379540230 hasAuthorship W4379540230A5077311007 @default.
- W4379540230 hasBestOaLocation W43795402301 @default.
- W4379540230 hasConcept C109747225 @default.
- W4379540230 hasConcept C111472728 @default.
- W4379540230 hasConcept C118552586 @default.
- W4379540230 hasConcept C119857082 @default.
- W4379540230 hasConcept C134306372 @default.
- W4379540230 hasConcept C134362201 @default.
- W4379540230 hasConcept C136764020 @default.
- W4379540230 hasConcept C138885662 @default.
- W4379540230 hasConcept C154945302 @default.
- W4379540230 hasConcept C15744967 @default.
- W4379540230 hasConcept C162324750 @default.
- W4379540230 hasConcept C175444787 @default.
- W4379540230 hasConcept C204321447 @default.
- W4379540230 hasConcept C2522767166 @default.
- W4379540230 hasConcept C2779304628 @default.
- W4379540230 hasConcept C2779530757 @default.
- W4379540230 hasConcept C2780586882 @default.
- W4379540230 hasConcept C2781067378 @default.
- W4379540230 hasConcept C33923547 @default.
- W4379540230 hasConcept C36503486 @default.
- W4379540230 hasConcept C41008148 @default.
- W4379540230 hasConcept C41895202 @default.
- W4379540230 hasConcept C518677369 @default.
- W4379540230 hasConceptScore W4379540230C109747225 @default.
- W4379540230 hasConceptScore W4379540230C111472728 @default.
- W4379540230 hasConceptScore W4379540230C118552586 @default.
- W4379540230 hasConceptScore W4379540230C119857082 @default.
- W4379540230 hasConceptScore W4379540230C134306372 @default.
- W4379540230 hasConceptScore W4379540230C134362201 @default.
- W4379540230 hasConceptScore W4379540230C136764020 @default.
- W4379540230 hasConceptScore W4379540230C138885662 @default.
- W4379540230 hasConceptScore W4379540230C154945302 @default.
- W4379540230 hasConceptScore W4379540230C15744967 @default.
- W4379540230 hasConceptScore W4379540230C162324750 @default.
- W4379540230 hasConceptScore W4379540230C175444787 @default.
- W4379540230 hasConceptScore W4379540230C204321447 @default.
- W4379540230 hasConceptScore W4379540230C2522767166 @default.
- W4379540230 hasConceptScore W4379540230C2779304628 @default.
- W4379540230 hasConceptScore W4379540230C2779530757 @default.
- W4379540230 hasConceptScore W4379540230C2780586882 @default.
- W4379540230 hasConceptScore W4379540230C2781067378 @default.
- W4379540230 hasConceptScore W4379540230C33923547 @default.
- W4379540230 hasConceptScore W4379540230C36503486 @default.
- W4379540230 hasConceptScore W4379540230C41008148 @default.
- W4379540230 hasConceptScore W4379540230C41895202 @default.
- W4379540230 hasConceptScore W4379540230C518677369 @default.
- W4379540230 hasLocation W43795402301 @default.
- W4379540230 hasOpenAccess W4379540230 @default.
- W4379540230 hasPrimaryLocation W43795402301 @default.
- W4379540230 hasRelatedWork W2605281151 @default.
- W4379540230 hasRelatedWork W3006943036 @default.
- W4379540230 hasRelatedWork W3012234327 @default.
- W4379540230 hasRelatedWork W3119715496 @default.
- W4379540230 hasRelatedWork W3191046242 @default.
- W4379540230 hasRelatedWork W4200511449 @default.
- W4379540230 hasRelatedWork W4205364923 @default.
- W4379540230 hasRelatedWork W4206534706 @default.
- W4379540230 hasRelatedWork W4229079080 @default.
- W4379540230 hasRelatedWork W4294031299 @default.
- W4379540230 isParatext "false" @default.
- W4379540230 isRetracted "false" @default.
- W4379540230 workType "article" @default.