{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T15:27:34Z","timestamp":1781018854785,"version":"3.54.1"},"publisher-location":"New York, NY, USA","reference-count":7,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,3,23]],"date-time":"2026-03-23T00:00:00Z","timestamp":1774224000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,3,23]]},"DOI":"10.1145\/3748522.3779887","type":"proceedings-article","created":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T14:17:49Z","timestamp":1781014669000},"page":"227-229","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Navigating through the hidden embedding space: steering LLMs to improve mental health assessment"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-1421-252X","authenticated-orcid":false,"given":"Federico","family":"Ravenda","sequence":"first","affiliation":[{"name":"Faculty of Informatics, Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2860-5346","authenticated-orcid":false,"given":"Seyed Ali","family":"Bahrainian","sequence":"additional","affiliation":[{"name":"University of Tuebingen, T\u00fcbingen, Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3709-4111","authenticated-orcid":false,"given":"Andrea","family":"Raballo","sequence":"additional","affiliation":[{"name":"Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5609-7935","authenticated-orcid":false,"given":"Antonietta","family":"Mira","sequence":"additional","affiliation":[{"name":"Universit\u00e0 della Svizzera Italiana, Lugano, Switzerland"},{"name":"Insubria University, Como, Italy"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,6,9]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"ICLR 2025 Workshop on Building Trust in Language Models and Applications.","author":"Braun Joschka","unstructured":"Joschka Braun, Carsten Eickhoff, David Krueger, Seyed Ali Bahrainian, and Dmitrii Krasheninnikov. [n. d.] Understanding (un) reliability of steering vectors in language models. In ICLR 2025 Workshop on Building Trust in Language Models and Applications."},{"key":"e_1_3_2_1_2_1","unstructured":"Emily Cheng Diego Doimo Corentin Kervadec Iuri Macocco Jade Yu Alessandro Laio and Marco Baroni. 2024. Emergence of a high-dimensional abstraction phase in language transformers. arXiv preprint arXiv:2405.15471."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-72240-1_76"},{"key":"e_1_3_2_1_4_1","unstructured":"Anxo P\u00e9rez Marcos Fern\u00e1ndez-Pichel Javier Parapar and David E Losada 2023. Depresym: a depression symptom annotated corpus and the role of llms as assessors of psychological markers. arXiv preprint arXiv:2308.10758."},{"key":"e_1_3_2_1_5_1","unstructured":"Andrea Raballo Federico Ravenda and Antonietta Mira. [n. d.] Diagnosing schizophrenia spectrum disorders: large language models (llms) vs. leading international psychiatrists (lips). Psychiatry and Clinical Neurosciences."},{"key":"e_1_3_2_1_6_1","volume-title":"Andrea Raballo, Antonietta Mira, and Noriko Kando.","author":"Ravenda Federico","year":"2025","unstructured":"Federico Ravenda, Seyed Ali Bahrainian, Andrea Raballo, Antonietta Mira, and Noriko Kando. 2025. Are llms effective psychological assessors? leveraging adaptive rag for interpretable mental health screening through psychometric practice. arXiv preprint arXiv:2501.00982."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","unstructured":"Nina Rimsky Nick Gabrieli Julian Schulz Meg Tong Evan Hubinger and Alexander Turner. 2024. Steering llama 2 via contrastive activation addition. In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Lun-Wei Ku Andre Martins and Vivek Srikumar (Eds.) Association for Computational Linguistics Bangkok Thailand (Aug. 2024) 15504\u201315522. 10.18653\/v1\/2024.acl-long.828","DOI":"10.18653\/v1\/2024.acl-long.828"}],"event":{"name":"SAC '26: 41st ACM\/SIGAPP Symposium on Applied Computing","location":"Grand Hotel Palace Thessaloniki Greece","acronym":"SAC '26","sponsor":["SIGAPP ACM Special Interest Group on Applied Computing"]},"container-title":["Proceedings of the 41st ACM\/SIGAPP Symposium on Applied Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3748522.3779887","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,9]],"date-time":"2026-06-09T14:40:09Z","timestamp":1781016009000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3748522.3779887"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,23]]},"references-count":7,"alternative-id":["10.1145\/3748522.3779887","10.1145\/3748522"],"URL":"https:\/\/doi.org\/10.1145\/3748522.3779887","relation":{},"subject":[],"published":{"date-parts":[[2026,3,23]]},"assertion":[{"value":"2026-06-09","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}