{"id":"https://openalex.org/W7166804342","doi":"https://doi.org/10.18653/v1/2026.smm4h-1.1","title":"A3S@C-DAC at #SMM4H-HeaRD 2026: Reasoning Meets Evidence: LLMs for Interpretable Insomnia Detection with Evidence Extraction in Clinical Notes","display_name":"A3S@C-DAC at #SMM4H-HeaRD 2026: Reasoning Meets Evidence: LLMs for Interpretable Insomnia Detection with Evidence Extraction in Clinical Notes","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166804342","doi":"https://doi.org/10.18653/v1/2026.smm4h-1.1"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2026.smm4h-1.1","doi":"https://doi.org/10.18653/v1/2026.smm4h-1.1","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.smm4h-1.1","pdf_url":"https://aclanthology.org/2026.smm4h-1.1.pdf","source":{"id":"https://openalex.org/S7407106391","display_name":"Social Media Mining for Health Research and Applications Workshop and Shared Tasks (SMM4H)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"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 11th Social Media Mining for Health Research and Applications (SMM4H-HeaRD 2026) Workshop and Shared Tasks","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://aclanthology.org/2026.smm4h-1.1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018700421","display_name":"Abhishek Maity","orcid":"https://orcid.org/0000-0002-9280-9610","observed_orcids":["https://orcid.org/0000-0002-9280-9610"]},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abhishek Maity","raw_affiliation_strings":["Centre for Development of Advanced Computing (C-DAC) , Mumbai"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Development of Advanced Computing (C-DAC) , Mumbai","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129752882","display_name":"Amol Shinde","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1331500379","display_name":"Centre for Development of Advanced Computing","ror":"https://ror.org/022abst40","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1331500379","https://openalex.org/I4210121746"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Amol Shinde","raw_affiliation_strings":["Centre for Development of Advanced Computing (C-DAC) , Mumbai"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Development of Advanced Computing (C-DAC) , Mumbai","institution_ids":["https://openalex.org/I1331500379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139801029","display_name":"Abhishek Suresh Kushare","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhishek Suresh Kushare","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5128355539","display_name":"Swapnil Pawar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Swapnil Pawar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4331139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.5917999744415283,"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"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.5917999744415283,"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"}},{"id":"https://openalex.org/T10316","display_name":"Sleep and related disorders","score":0.13009999692440033,"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"}},{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.10419999808073044,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/clinical-notes","display_name":"clinical notes","score":0.6990000009536743},{"id":"https://openalex.org/keywords/evidence-extraction","display_name":"evidence extraction","score":0.9399999976158142},{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.8740000128746033},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.6460000276565552},{"id":"https://openalex.org/keywords/clinical-text-mining","display_name":"clinical text mining","score":0.5329999923706055},{"id":"https://openalex.org/keywords/shared-task","display_name":"shared task","score":0.6679999828338623}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.46369999647140503},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.38760000467300415},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.3671000003814697},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.36239999532699585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.362199991941452},{"id":"https://openalex.org/C2781210498","wikidata":"https://www.wikidata.org/wiki/Q1869874","display_name":"Insomnia","level":2,"score":0.3465999960899353},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33820000290870667},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.3312000036239624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3310000002384186},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.3246000111103058},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.3084000051021576},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.290800005197525},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2815000116825104},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2759999930858612},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.2669000029563904},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.25360000133514404}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.smm4h-1.1","doi":"https://doi.org/10.18653/v1/2026.smm4h-1.1","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.smm4h-1.1","pdf_url":"https://aclanthology.org/2026.smm4h-1.1.pdf","source":{"id":"https://openalex.org/S7407106391","display_name":"Social Media Mining for Health Research and Applications Workshop and Shared Tasks (SMM4H)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"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 11th Social Media Mining for Health Research and Applications (SMM4H-HeaRD 2026) Workshop and Shared Tasks","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.smm4h-1.1","doi":"https://doi.org/10.18653/v1/2026.smm4h-1.1","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.smm4h-1.1","pdf_url":"https://aclanthology.org/2026.smm4h-1.1.pdf","source":{"id":"https://openalex.org/S7407106391","display_name":"Social Media Mining for Health Research and Applications Workshop and Shared Tasks (SMM4H)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310320244","host_organization_name":"Association for Computational Linguistics","host_organization_lineage":["https://openalex.org/P4310320244"],"host_organization_lineage_names":["Association for Computational Linguistics"],"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 11th Social Media Mining for Health Research and Applications (SMM4H-HeaRD 2026) Workshop and Shared Tasks","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8048999905586243,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309480","display_name":"Nvidia","ror":"https://ror.org/03jdj4y14"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166804342.pdf","grobid_xml":"https://content.openalex.org/works/W7166804342.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7166863313","https://openalex.org/W7166841583","https://openalex.org/W7166889796","https://openalex.org/W7166840305","https://openalex.org/W7166830179","https://openalex.org/W4410502821","https://openalex.org/W7166870813","https://openalex.org/W4410502913","https://openalex.org/W7166809753","https://openalex.org/W7126050362"],"abstract_inverted_index":{"Abhishek":[0,4],"Maity,":[1],"Amol":[2],"Shinde,":[3],"Suresh":[5],"Kushare,":[6],"Swapnil":[7],"Pawar.":[8],"Proceedings":[9],"of":[10],"the":[11],"11th":[12],"Social":[13],"Media":[14],"Mining":[15],"for":[16],"Health":[17],"Research":[18],"and":[19,24],"Applications":[20],"(SMM4H-HeaRD":[21],"2026)":[22],"Workshop":[23],"Shared":[25],"Tasks.":[26],"2026.":[27]},"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2026-07-02T00:00:00"}