{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T17:04:38Z","timestamp":1743008678826,"version":"3.40.3"},"publisher-location":"Cham","reference-count":27,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031627989"},{"type":"electronic","value":"9783031627996"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-3-031-62799-6_4","type":"book-chapter","created":{"date-parts":[[2024,6,11]],"date-time":"2024-06-11T11:27:56Z","timestamp":1718105276000},"page":"29-39","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["An Architecture Towards Building a\u00a0Reliable Suicide Information Chatbot"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0009-0006-9902-2964","authenticated-orcid":false,"given":"Pablo","family":"Ascorbe","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8744-4530","authenticated-orcid":false,"given":"Mar\u00eda S.","family":"Campos","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2081-7523","authenticated-orcid":false,"given":"C\u00e9sar","family":"Dom\u00ednguez","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4775-1306","authenticated-orcid":false,"given":"J\u00f3nathan","family":"Heras","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3534-5220","authenticated-orcid":false,"given":"Magdalena","family":"P\u00e9rez","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1582-6481","authenticated-orcid":false,"given":"Ana Rosa","family":"Terroba-Reinares","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2024,6,12]]},"reference":[{"key":"4_CR1","unstructured":"ChatGPT (2023). https:\/\/chat.openai.com"},{"key":"4_CR2","unstructured":"Mixtral, sparse mixture of experts (2023). https:\/\/huggingface.co\/mistralai\/Mixtral-8x7B-Instruct-v0.1"},{"key":"4_CR3","unstructured":"Suicide comments (2023). https:\/\/huggingface.co\/datasets\/hackathon-somos-nlp-2023\/suicide-comments-es"},{"issue":"1","key":"4_CR4","doi-asserted-by":"publisher","first-page":"e17828","DOI":"10.2196\/17828","volume":"23","author":"AA Abd-Alrazaq","year":"2021","unstructured":"Abd-Alrazaq, A.A., et al.: Perceptions and opinions of patients about mental health chatbots: scoping review. J. Med. Internet Res. 23(1), e17828 (2021)","journal-title":"J. Med. Internet Res."},{"key":"4_CR5","unstructured":"Bertin Project: Bertin-GPT-J-6B alpaca (2023). https:\/\/huggingface.co\/bertin-project\/bertin-gpt-j-6B-alpaca"},{"key":"4_CR6","doi-asserted-by":"crossref","unstructured":"Burnap, P., Colombo, W., Scourfield, J.: Machine classification and analysis of suicide-related communication on twitter. In: Proceedings of the 26th ACM Conference on Hypertext & Social Media, pp. 75\u201384 (2015)","DOI":"10.1145\/2700171.2791023"},{"key":"4_CR7","unstructured":"Ca\u00f1ete, J., Chaperon, G., Fuentes, R., Ho, J.H., Kang, H., P\u00e9rez, J.: Spanish pre-trained BERT model and evaluation data. In: PML4DC at ICLR 2020 (2020)"},{"key":"4_CR8","unstructured":"Clibrain: LINCE mistral 7B instruct (2023). https:\/\/huggingface.co\/clibrain\/lince-mistral-7b-it-es"},{"key":"4_CR9","unstructured":"Devlin, J., Chang, M., Lee, K., Toutanova, K.: BERT: pre-training of deep bidirectional transformers for language understanding. CoRR abs\/1810.04805 (2018). http:\/\/arxiv.org\/abs\/1810.04805"},{"key":"4_CR10","unstructured":"Es, S., James, J., Espinosa-Anke, L., Schockaert, S.: RAGAs: automated evaluation of retrieval augmented generation. arXiv preprint arXiv:2309.15217 (2023)"},{"key":"4_CR11","unstructured":"Gobierno de Navarra: Prevenci\u00f3n y actuaci\u00f3n ante conductas suicidas (2014). https:\/\/www.educacion.navarra.es\/documents\/27590\/548485\/Suicidio.pdf\/b5374981-511a-40ed-82c5-7c74bc23b049"},{"key":"4_CR12","unstructured":"Instituto Nacional de Estad\u00edstica: Defunciones seg\u00fan la causa de muerte a\u00f1o 2022. Technical report (2023). https:\/\/www.ine.es\/prensa\/edcm_2022_d.pdf"},{"key":"4_CR13","unstructured":"Jiang, A.Q., et\u00a0al.: Mixtral of experts. arXiv preprint arXiv:2401.04088 (2024)"},{"key":"4_CR14","first-page":"9459","volume":"33","author":"P Lewis","year":"2020","unstructured":"Lewis, P., et al.: Retrieval-augmented generation for knowledge-intensive NLP tasks. Adv. Neural. Inf. Process. Syst. 33, 9459\u20139474 (2020)","journal-title":"Adv. Neural. Inf. Process. Syst."},{"key":"4_CR15","doi-asserted-by":"crossref","unstructured":"Rebedea, T., Dinu, R., Sreedhar, M., Parisien, C., Cohen, J.: Nemo guardrails: a toolkit for controllable and safe LLM applications with programmable rails. arXiv preprint arXiv:2310.10501 (2023)","DOI":"10.18653\/v1\/2023.emnlp-demo.40"},{"key":"4_CR16","unstructured":"Rioja Salud: Plan de prevenci\u00f3n del suicidio en La Rioja (2019). https:\/\/www.riojasalud.es\/files\/content\/ciudadanos\/planes-estrategicos\/PLAN_PREVENCION_CONDUCTA_SUICIDA_DEF.pdf"},{"key":"4_CR17","unstructured":"Romero, M.: Spanish electra by manuel romero (2020). https:\/\/huggingface.co\/mrm8488\/electricidad-base-discriminator\/"},{"issue":"7","key":"4_CR18","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1145\/3596206","volume":"66","author":"N Savage","year":"2023","unstructured":"Savage, N.: The rise of the chatbots. Commun. ACM 66(7), 16\u201317 (2023)","journal-title":"Commun. ACM"},{"key":"4_CR19","doi-asserted-by":"crossref","unstructured":"Seah, J.H., Shim, K.J.: Data mining approach to the detection of suicide in social media: a case study of Singapore. In: 2018 IEEE International Conference on Big Data (big Data), pp. 5442\u20135444. IEEE (2018)","DOI":"10.1109\/BigData.2018.8622528"},{"key":"4_CR20","unstructured":"Servicio Canario de Salud: Programa de prevenci\u00f3n de la conducta suicida en Canarias (2021). https:\/\/www3.gobiernodecanarias.org\/sanidad\/scs\/content\/3f5ce57d-1085-11ec-bfb0-874800d2c074\/PPCSC.pdf"},{"issue":"1","key":"4_CR21","doi-asserted-by":"publisher","first-page":"77","DOI":"10.3390\/nursrep12010009","volume":"12","author":"T Sufrate-Sorzano","year":"2022","unstructured":"Sufrate-Sorzano, T., et al.: Health plans for suicide prevention in Spain: a descriptive analysis of the published documents. Nurs. Rep. 12(1), 77\u201389 (2022)","journal-title":"Nurs. Rep."},{"issue":"7","key":"4_CR22","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1177\/0706743719828977","volume":"64","author":"AN Vaidyam","year":"2019","unstructured":"Vaidyam, A.N., Wisniewski, H., Halamka, J.D., Kashavan, M.S., Torous, J.B.: Chatbots and conversational agents in mental health: a review of the psychiatric landscape. Can. J. Psychiatry 64(7), 456\u2013464 (2019)","journal-title":"Can. J. Psychiatry"},{"key":"4_CR23","doi-asserted-by":"crossref","unstructured":"Valizadeh, M., Parde, N.: The AI doctor is in: a survey of task-oriented dialogue systems for healthcare applications. In: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pp. 6638\u20136660 (2022)","DOI":"10.18653\/v1\/2022.acl-long.458"},{"key":"4_CR24","unstructured":"WHO: Suicide worldwide in 2019: global health estimates (2021)"},{"key":"4_CR25","unstructured":"Wolf, T., et\u00a0al.: Transformers: state-of-the-art natural language processing. In: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, pp. 38\u201345 (2020)"},{"issue":"1","key":"4_CR26","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1038\/s41746-022-00589-7","volume":"5","author":"T Zhang","year":"2022","unstructured":"Zhang, T., et al.: Natural language processing applied to mental illness detection: a narrative review. NPJ Digit. Med. 5(1), 46 (2022)","journal-title":"NPJ Digit. Med."},{"key":"4_CR27","unstructured":"Zhang, T., Kishore, V., Wu, F., Weinberger, K.Q., Artzi, Y.: BERTScore: evaluating text generation with BERT. arXiv preprint arXiv:1904.09675 (2019)"}],"container-title":["Lecture Notes in Computer Science","Advances in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-62799-6_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,11]],"date-time":"2024-06-11T11:31:35Z","timestamp":1718105495000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-62799-6_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9783031627989","9783031627996"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-62799-6_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"12 June 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"CAEPIA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Conference of the Spanish Association for Artificial Intelligence","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"A Coru\u00f1a","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Spain","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 June 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 June 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"caepia2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/caepia24.aepia.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}