{"id":"https://openalex.org/W4391988338","doi":"https://doi.org/10.1145/3589335.3651584","title":"Zero-shot Explainable Mental Health Analysis on Social Media by\n Incorporating Mental Scales","display_name":"Zero-shot Explainable Mental Health Analysis on Social Media by\n Incorporating Mental Scales","publication_year":2024,"publication_date":"2024-02-09","ids":{"openalex":"https://openalex.org/W4391988338","doi":"https://doi.org/10.1145/3589335.3651584"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2402.10948","pdf_url":"https://arxiv.org/pdf/2402.10948","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"type":"preprint","type_crossref":"posted-content","indexed_in":["arxiv"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://arxiv.org/pdf/2402.10948","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100389209","display_name":"Wenyu Li","orcid":"https://orcid.org/0000-0003-3887-9607"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Wenyu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101307319","display_name":"Yinuo Zhu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu, Yinuo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106396360","display_name":"Xin Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Xin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100312080","display_name":"Ming Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Ming","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083611896","display_name":"Ziyue Karen Jiang","orcid":"https://orcid.org/0009-0007-4158-4689"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang, Ziyue","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5001026113","display_name":"Ziqian Zeng","orcid":"https://orcid.org/0000-0003-0734-0035"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zeng, Ziqian","raw_affiliation_strings":[],"affiliations":[]}],"institution_assertions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":84},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9681,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9681,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9569,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.7212455}],"concepts":[{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.7212455},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.647268},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.53470385},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.45005652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.25167862},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.21152338},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.07323155},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07181245},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.06182164}],"mesh":[],"locations_count":2,"locations":[{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2402.10948","pdf_url":"https://arxiv.org/pdf/2402.10948","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589335.3651584","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589335.3651584","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2402.10948","pdf_url":"https://arxiv.org/pdf/2402.10948","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":["Cornell University"],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.77,"id":"https://metadata.un.org/sdg/10"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4391301621","https://openalex.org/W2931662336","https://openalex.org/W2765597752","https://openalex.org/W2748952813","https://openalex.org/W2134894512","https://openalex.org/W2085372204","https://openalex.org/W2083375246","https://openalex.org/W2077865380","https://openalex.org/W2067108088"],"abstract_inverted_index":{"Traditional":[0],"discriminative":[1,53],"approaches":[2],"in":[3],"mental":[4,85,108,120,146],"health":[5],"analysis":[6],"are":[7],"known":[8],"for":[9],"their":[10,46,56],"strong":[11],"capacity":[12],"but":[13,45],"lack":[14],"interpretability":[15],"and":[16,42,55,110,122],"demand":[17],"large-scale":[18],"annotated":[19],"data.":[20],"The":[21],"generative":[22],"approaches,":[23,54],"such":[24],"as":[25],"those":[26],"based":[27,141],"on":[28,142],"large":[29],"language":[30],"models":[31],"(LLMs),":[32],"have":[33],"the":[34,63,66,76,105,112,115,119,143],"potential":[35],"to":[36,52,62,83],"get":[37],"rid":[38],"of":[39,68,80,145],"heavy":[40],"annotations":[41],"provide":[43],"explanations":[44,57],"capabilities":[47],"still":[48],"fall":[49],"short":[50],"compared":[51],"may":[58],"be":[59],"unreliable":[60],"due":[61],"fact":[64],"that":[65,129],"generation":[67],"explanation":[69,140],"is":[70,90],"a":[71],"black-box":[72],"process.":[73],"Inspired":[74],"by":[75,94],"psychological":[77],"assessment":[78],"practice":[79],"using":[81],"scales":[82,121,147],"evaluate":[84],"states,":[86],"our":[87],"method":[88],"which":[89],"called":[91],"Mental":[92,96],"Analysis":[93],"Incorporating":[95],"Scales":[97],"(MAIMS),":[98],"incorporates":[99],"two":[100],"procedures":[101],"via":[102],"LLMs.":[103],"First,":[104],"patient":[106],"completes":[107],"scales,":[109],"second,":[111],"psychologist":[113],"interprets":[114],"collected":[116],"information":[117],"from":[118],"makes":[123],"informed":[124],"decisions.":[125],"Experimental":[126],"results":[127],"show":[128],"MAIMS":[130,135],"outperforms":[131],"other":[132],"zero-shot":[133],"methods.":[134],"can":[136],"generate":[137],"more":[138],"rigorous":[139],"outputs":[144]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4391988338","counts_by_year":[],"updated_date":"2024-12-10T20:07:33.313924","created_date":"2024-02-21"}
