{"id":"https://openalex.org/W4400529044","doi":"https://doi.org/10.1145/3626772.3657852","title":"SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content","display_name":"SuicidEmoji: Derived Emoji Dataset and Tasks for Suicide-Related Social Content","publication_year":2024,"publication_date":"2024-07-10","ids":{"openalex":"https://openalex.org/W4400529044","doi":"https://doi.org/10.1145/3626772.3657852"},"language":"en","primary_location":{"id":"doi:10.1145/3626772.3657852","doi":"https://doi.org/10.1145/3626772.3657852","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3657852","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3626772.3657852","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042345460","display_name":"Tianlin Zhang","orcid":"https://orcid.org/0000-0003-0843-1916","observed_orcids":["https://orcid.org/0000-0003-0843-1916"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tianlin Zhang","raw_affiliation_strings":["The University of Manchester, Manchester, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-0843-1916","affiliations":[{"raw_affiliation_string":"The University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066983614","display_name":"Kailai Yang","orcid":"https://orcid.org/0000-0003-3142-2516","observed_orcids":["https://orcid.org/0000-0003-3142-2516"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kailai Yang","raw_affiliation_strings":["The University of Manchester, Manchester, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0003-3142-2516","affiliations":[{"raw_affiliation_string":"The University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007841686","display_name":"Shaoxiong Ji","orcid":"https://orcid.org/0000-0003-3281-8002","observed_orcids":["https://orcid.org/0000-0003-3281-8002"]},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Shaoxiong Ji","raw_affiliation_strings":["University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0003-3281-8002","affiliations":[{"raw_affiliation_string":"University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092108813","display_name":"Boyang Liu","orcid":"https://orcid.org/0000-0002-0814-002X","observed_orcids":["https://orcid.org/0000-0002-0814-002X"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Boyang Liu","raw_affiliation_strings":["The University of Manchester, Manchester, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-0814-002X","affiliations":[{"raw_affiliation_string":"The University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101868563","display_name":"Qianqian Xie","orcid":"https://orcid.org/0000-0002-9588-7454","observed_orcids":["https://orcid.org/0000-0002-9588-7454","https://orcid.org/0009-0004-0629-7260"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Qianqian Xie","raw_affiliation_strings":["The University of Manchester, Manchester, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-9588-7454","affiliations":[{"raw_affiliation_string":"The University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077976343","display_name":"Sophia Ananiadou","orcid":"https://orcid.org/0000-0002-4097-9191","observed_orcids":["https://orcid.org/0000-0002-4097-9191"]},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sophia Ananiadou","raw_affiliation_strings":["The University of Manchester & Archimedes/Athena RC, Manchester, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-4097-9191","affiliations":[{"raw_affiliation_string":"The University of Manchester & Archimedes/Athena RC, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.3582,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92595724,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1136","last_page":"1141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.9990000128746033,"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":0.9990000128746033,"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/T10376","display_name":"Suicide and Self-Harm Studies","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/suicide","display_name":"suicide","score":0.42899999022483826},{"id":"https://openalex.org/keywords/suicidal-ideation-detection","display_name":"suicidal ideation detection","score":0.9390000104904175},{"id":"https://openalex.org/keywords/reddit","display_name":"Reddit","score":0.4779999852180481},{"id":"https://openalex.org/keywords/social-media","display_name":"social media","score":0.6830000281333923},{"id":"https://openalex.org/keywords/mental-health-surveillance","display_name":"mental health surveillance","score":0.9089999794960022},{"id":"https://openalex.org/keywords/emoji-prediction","display_name":"emoji prediction","score":0.7620000243186951},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.8330000042915344},{"id":"https://openalex.org/keywords/pre-trained-language-models","display_name":"pre-trained language models","score":0.921999990940094},{"id":"https://openalex.org/keywords/benchmark-dataset","display_name":"benchmark dataset","score":0.3330000042915344}],"concepts":[{"id":"https://openalex.org/C2779247141","wikidata":"https://www.wikidata.org/wiki/Q1049294","display_name":"Emoji","level":3,"score":0.9685841798782349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7131930589675903},{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.6520020961761475},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.35978052020072937},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3476621210575104},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32393166422843933},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24447768926620483},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0984123945236206},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3626772.3657852","doi":"https://doi.org/10.1145/3626772.3657852","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3657852","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:helda.helsinki.fi:10138/584703","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10138/584703","pdf_url":null,"source":{"id":"https://openalex.org/S4210213322","display_name":"Ty\u00f6v\u00e4entutkimus Vuosikirja","issn_l":"0784-1272","issn":["0784-1272","1459-7780"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["ddh","jufo-1"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference contribution"}],"best_oa_location":{"id":"doi:10.1145/3626772.3657852","doi":"https://doi.org/10.1145/3626772.3657852","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3626772.3657852","pdf_url":null,"source":{"id":"https://openalex.org/S4363608773","display_name":"International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.428600013256073,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6250139706","display_name":null,"funder_award_id":"JPNP20006","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1556840590","https://openalex.org/W2122522916","https://openalex.org/W2806198715","https://openalex.org/W2945387691","https://openalex.org/W2981984641","https://openalex.org/W3002330681","https://openalex.org/W3214507200","https://openalex.org/W4220711172","https://openalex.org/W4289710807","https://openalex.org/W4385573966","https://openalex.org/W4386945083"],"related_works":["https://openalex.org/W7128991429","https://openalex.org/W4312127268","https://openalex.org/W4392809965","https://openalex.org/W4303696687","https://openalex.org/W4411549284","https://openalex.org/W6991205400","https://openalex.org/W3155707196","https://openalex.org/W4307275122","https://openalex.org/W4401922262","https://openalex.org/W4392188314"],"abstract_inverted_index":{"Early":[0],"suicidal":[1,55,115],"ideation":[2,116],"detection":[3,117],"using":[4],"social":[5],"media":[6],"is":[7,100,173],"crucial":[8],"for":[9,80,121],"mental":[10,27],"health":[11,28],"surveillance.":[12],"Simultaneously,":[13],"emojis":[14],"from":[15,86,128],"the":[16,45,81,94,101,132,149,156,162],"posts":[17,73,76,79],"can":[18,43],"help":[19],"us":[20],"better":[21],"understand":[22],"users'":[23],"emotions":[24],"and":[25,77,118,142,155,164],"predict":[26],"conditions.":[29],"However,":[30],"research":[31],"in":[32],"emoji-based":[33,167],"suicide":[34],"analysis":[35],"remains":[36],"underexplored,":[37],"with":[38,54],"few":[39],"resources":[40],"available,":[41],"which":[42,69,122,160],"restrict":[44],"development":[46],"of":[47,96,134,152,166],"studying":[48],"emoji":[49,65,72,104,119],"usage":[50],"patterns":[51],"among":[52],"users":[53],"ideation.":[56],"In":[57],"this":[58],"work,":[59],"we":[60,109,123],"build":[61,124],"a":[62],"derived":[63],"suicide-related":[64,75,103,168],"dataset":[66,172],"named":[67],"SuicidEmoji,":[68,108],"contains":[70],"25k":[71],"(2,329":[74],"22,722":[78],"control":[82],"group":[83],"users)":[84],"filtered":[85],"about":[87],"1.3":[88],"million":[89],"crawled":[90],"Reddit":[91],"data.":[92],"To":[93],"best":[95],"our":[97],"knowledge,":[98],"SuicidEmoji":[99,129],"first":[102],"dataset.":[105],"Based":[106],"on":[107],"propose":[110],"two":[111,125,153],"novel":[112],"tasks:":[113],"emoji-aware":[114],"prediction,":[120],"benchmark":[126],"subdatasets":[127],"to":[130],"evaluate":[131],"performance":[133],"advanced":[135],"methods":[136],"including":[137],"pre-trained":[138],"language":[139,144],"models":[140,145],"(PLMs)":[141],"large":[143],"(LLMs).":[146],"We":[147],"analyze":[148],"experimental":[150],"results":[151],"PLMs":[154],"highly":[157],"capable":[158],"LLMs,":[159],"reveal":[161],"significance":[163],"challenges":[165],"NLP":[169],"tasks.":[170],"The":[171],"avaliable":[174],"at":[175],"https://github.com/TianlinZhang668/SuicidEmoji.":[176]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-07-12T00:00:00"}