{"id":"https://openalex.org/W7140107760","doi":"https://doi.org/10.18653/v1/2026.loreslm-1.29","title":"Large Language Models for Mental Health: A Multilingual Evaluation","display_name":"Large Language Models for Mental Health: A Multilingual Evaluation","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140107760","doi":"https://doi.org/10.18653/v1/2026.loreslm-1.29"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2026.loreslm-1.29","doi":"https://doi.org/10.18653/v1/2026.loreslm-1.29","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.loreslm-1.29","pdf_url":"https://aclanthology.org/2026.loreslm-1.29.pdf","source":{"id":"https://openalex.org/S7407107604","display_name":"Workshop on Language Models for Low-Resource Languages (LoResLM)","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 Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026)","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.loreslm-1.29.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5095094590","display_name":"Nishat Raihan","orcid":"https://orcid.org/0000-0001-6242-398X","observed_orcids":["https://orcid.org/0000-0001-6242-398X"]},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nishat Raihan","raw_affiliation_strings":["George Mason University , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Mason University , USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049236106","display_name":"Sadiya Sayara Chowdhury Puspo","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sadiya Sayara Chowdhury Puspo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032922541","display_name":"Ana-Maria Bucur","orcid":"https://orcid.org/0000-0003-2433-8877","observed_orcids":["https://orcid.org/0000-0003-2433-8877"]},"institutions":[{"id":"https://openalex.org/I141595442","display_name":"University of Bucharest","ror":"https://ror.org/02x2v6p15","country_code":"RO","type":"education","lineage":["https://openalex.org/I141595442"]},{"id":"https://openalex.org/I60053951","display_name":"Universitat Polit\u00e8cnica de Val\u00e8ncia","ror":"https://ror.org/01460j859","country_code":"ES","type":"education","lineage":["https://openalex.org/I60053951"]}],"countries":["ES","RO"],"is_corresponding":false,"raw_author_name":"Ana-Maria Bucur","raw_affiliation_strings":["Interdisciplinary School of Doctoral Studies , University of Bucharest , Romania","PRHLT Research Center , Universitat Polit\u00e8cnica de Val\u00e8ncia , Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Interdisciplinary School of Doctoral Studies , University of Bucharest , Romania","institution_ids":["https://openalex.org/I141595442"]},{"raw_affiliation_string":"PRHLT Research Center , Universitat Polit\u00e8cnica de Val\u00e8ncia , Spain","institution_ids":["https://openalex.org/I60053951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046479021","display_name":"Stevie Chancellor","orcid":"https://orcid.org/0000-0003-0620-0903","observed_orcids":["https://orcid.org/0000-0003-0620-0903"]},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stevie Chancellor","raw_affiliation_strings":["University of Minnesota , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Minnesota , USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112682929","display_name":"Marcos Zampieri","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcos Zampieri","raw_affiliation_strings":["George Mason University , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Mason University , USA","institution_ids":["https://openalex.org/I162714631"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.4962,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.97032936,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"335","last_page":"346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12488","display_name":"Mental Health via Writing","score":0.4399000108242035,"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":0.4399000108242035,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.36500000953674316,"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/T10028","display_name":"Topic Modeling","score":0.11959999799728394,"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/large-language-models","display_name":"large language models","score":0.9919999837875366},{"id":"https://openalex.org/keywords/mental-health","display_name":"mental health","score":0.949999988079071},{"id":"https://openalex.org/keywords/multilingual-evaluation","display_name":"multilingual evaluation","score":0.9610000252723694},{"id":"https://openalex.org/keywords/low-resource-languages","display_name":"low-resource languages","score":0.9470000267028809}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.589900016784668},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.546999990940094},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.48420000076293945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41200000047683716},{"id":"https://openalex.org/C129792486","wikidata":"https://www.wikidata.org/wiki/Q1050419","display_name":"Language identification","level":3,"score":0.3370000123977661},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.31459999084472656},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.31299999356269836},{"id":"https://openalex.org/C2982912361","wikidata":"https://www.wikidata.org/wiki/Q1851867","display_name":"Mental model","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C2780035574","wikidata":"https://www.wikidata.org/wiki/Q30081","display_name":"Multilingualism","level":2,"score":0.2888999879360199},{"id":"https://openalex.org/C2778883600","wikidata":"https://www.wikidata.org/wiki/Q2390977","display_name":"Language proficiency","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.2782999873161316},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.26930001378059387},{"id":"https://openalex.org/C83479923","wikidata":"https://www.wikidata.org/wiki/Q2063748","display_name":"Universal Networking Language","level":4,"score":0.2646999955177307},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.25940001010894775},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.25609999895095825},{"id":"https://openalex.org/C2779313563","wikidata":"https://www.wikidata.org/wiki/Q17072565","display_name":"On Language","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.loreslm-1.29","doi":"https://doi.org/10.18653/v1/2026.loreslm-1.29","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.loreslm-1.29","pdf_url":"https://aclanthology.org/2026.loreslm-1.29.pdf","source":{"id":"https://openalex.org/S7407107604","display_name":"Workshop on Language Models for Low-Resource Languages (LoResLM)","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 Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.loreslm-1.29","doi":"https://doi.org/10.18653/v1/2026.loreslm-1.29","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.loreslm-1.29","pdf_url":"https://aclanthology.org/2026.loreslm-1.29.pdf","source":{"id":"https://openalex.org/S7407107604","display_name":"Workshop on Language Models for Low-Resource Languages (LoResLM)","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 Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.6216961741447449}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7140107760.pdf","grobid_xml":"https://content.openalex.org/works/W7140107760.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4408062096","https://openalex.org/W7203841053","https://openalex.org/W7140099571","https://openalex.org/W7216525273","https://openalex.org/W7140138356","https://openalex.org/W7221567864","https://openalex.org/W7222405378","https://openalex.org/W4416036521","https://openalex.org/W3030307641","https://openalex.org/W7163905643"],"abstract_inverted_index":{"Nishat":[0],"Raihan,":[1],"Sadiya":[2],"Sayara":[3],"Chowdhury":[4],"Puspo,":[5],"Ana-Maria":[6],"Bucur,":[7],"Stevie":[8],"Chancellor,":[9],"Marcos":[10],"Zampieri.":[11],"Proceedings":[12],"of":[13],"the":[14],"Second":[15],"Workshop":[16],"on":[17],"Language":[18],"Models":[19],"for":[20],"Low-Resource":[21],"Languages":[22],"(LoResLM":[23],"2026).":[24],"2026.":[25]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2026-02-06T00:00:00"}