{"id":"https://openalex.org/W4412945505","doi":"https://doi.org/10.18653/v1/2025.acl-long.440","title":"Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice","display_name":"Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412945505","doi":"https://doi.org/10.18653/v1/2025.acl-long.440"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.440","is_oa":false,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094215106","display_name":"Federico Ravenda","orcid":"https://orcid.org/0009-0004-1421-252X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Federico Ravenda","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017310157","display_name":"Seyed Ali Bahrainian","orcid":"https://orcid.org/0000-0003-2860-5346"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seyed Ali Bahrainian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059180331","display_name":"Andrea Raballo","orcid":"https://orcid.org/0000-0003-3709-4111"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrea Raballo","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030873840","display_name":"Antonietta Mira","orcid":"https://orcid.org/0000-0002-5609-7935"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonietta Mira","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5045875579","display_name":"Noriko Kando","orcid":"https://orcid.org/0000-0002-2133-0215"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noriko Kando","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"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":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"8975","last_page":"8991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9211999773979187,"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"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9211999773979187,"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/mental-health","display_name":"Mental health","score":0.6372140049934387},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5177611708641052},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.471555233001709},{"id":"https://openalex.org/keywords/clinical-psychology","display_name":"Clinical psychology","score":0.46922051906585693},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3977821469306946},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.32108360528945923}],"concepts":[{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.6372140049934387},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5177611708641052},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.471555233001709},{"id":"https://openalex.org/C70410870","wikidata":"https://www.wikidata.org/wiki/Q199906","display_name":"Clinical psychology","level":1,"score":0.46922051906585693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3977821469306946},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.32108360528945923}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.440","is_oa":false,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.440","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2931662336","https://openalex.org/W4220667126","https://openalex.org/W2077865380","https://openalex.org/W3006817050","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W2083375246"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
