{"id":"https://openalex.org/W2890279464","doi":"https://doi.org/10.18653/v1/w18-5606","title":"Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy","display_name":"Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2890279464","doi":"https://doi.org/10.18653/v1/w18-5606","mag":"2890279464"},"language":"en","primary_location":{"id":"doi:10.18653/v1/w18-5606","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5606","pdf_url":"https://www.aclweb.org/anthology/W18-5606.pdf","source":null,"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 Ninth International Workshop on Health Text Mining and Information Analysis","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/W18-5606.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113712972","display_name":"Lina M. Rojas-Barahona","orcid":"https://orcid.org/0009-0009-8439-4695"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Lina M. Rojas-Barahona","raw_affiliation_strings":["University of Cambridge,","University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039215196","display_name":"Bo-Hsiang Tseng","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bo-Hsiang Tseng","raw_affiliation_strings":["University of Cambridge,","University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086383656","display_name":"Yinpei Dai","orcid":"https://orcid.org/0000-0002-5715-1833"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]},{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Yinpei Dai","raw_affiliation_strings":["University of Cambridge,","Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085549668","display_name":"Clare Mansfield","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099567","display_name":"Insight (China)","ror":"https://ror.org/010t34638","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210099567"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Clare Mansfield","raw_affiliation_strings":["CM Insight,"],"affiliations":[{"raw_affiliation_string":"CM Insight,","institution_ids":["https://openalex.org/I4210099567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083312912","display_name":"Osman Ramadan","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Osman Ramadan","raw_affiliation_strings":["University of Cambridge,"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058838995","display_name":"Stefan Ultes","orcid":"https://orcid.org/0000-0003-2667-3126"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefan Ultes","raw_affiliation_strings":["University of Cambridge,","University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Cambridge,","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001533038","display_name":"Mike Crawford","orcid":"https://orcid.org/0000-0003-3137-5772"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael Crawford","raw_affiliation_strings":["Imperial College London"],"affiliations":[{"raw_affiliation_string":"Imperial College London","institution_ids":["https://openalex.org/I47508984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051889115","display_name":"Milica Ga\u0161i\u0107","orcid":"https://orcid.org/0000-0003-0318-9147"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Milica Ga\u0161i\u0107","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5113712972"],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":null,"apc_paid":null,"fwci":0.5077,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74235113,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"44","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"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/T10028","display_name":"Topic Modeling","score":0.9990000128746033,"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/T12488","display_name":"Mental Health via Writing","score":0.9988999962806702,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9951000213623047,"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/computer-science","display_name":"Computer science","score":0.6707479357719421},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6419633030891418},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6089533567428589},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6047253608703613},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5984957814216614},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5893133878707886},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5884653925895691},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4736168086528778},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4462585747241974},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.4392234683036804},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3814142048358917},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.30046868324279785},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.18355461955070496},{"id":"https://openalex.org/keywords/psychotherapist","display_name":"Psychotherapist","score":0.15953493118286133}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6707479357719421},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6419633030891418},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6089533567428589},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6047253608703613},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5984957814216614},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5893133878707886},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5884653925895691},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4736168086528778},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4462585747241974},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.4392234683036804},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3814142048358917},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.30046868324279785},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.18355461955070496},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.15953493118286133},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.18653/v1/w18-5606","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5606","pdf_url":"https://www.aclweb.org/anthology/W18-5606.pdf","source":null,"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 Ninth International Workshop on Health Text Mining and Information Analysis","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1809.00640","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1809.00640","pdf_url":"https://arxiv.org/pdf/1809.00640","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2890279464","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1809.00640","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:generic.eprints.org:1024570","is_oa":false,"landing_page_url":"http://publications.eng.cam.ac.uk/1024570/","pdf_url":null,"source":{"id":"https://openalex.org/S4406922847","display_name":"Cambridge University Engineering Department Publications Database","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"doi:10.48550/arxiv.1809.00640","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1809.00640","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.18653/v1/w18-5606","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/w18-5606","pdf_url":"https://www.aclweb.org/anthology/W18-5606.pdf","source":null,"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 Ninth International Workshop on Health Text Mining and Information Analysis","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7799999713897705}],"awards":[{"id":"https://openalex.org/G6889510366","display_name":"Natural speech Automated Utility for Mental health","funder_award_id":"EP/P017746/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8719353587","display_name":null,"funder_award_id":"EP/P0","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2890279464.pdf","grobid_xml":"https://content.openalex.org/works/W2890279464.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W42461611","https://openalex.org/W168564468","https://openalex.org/W213417050","https://openalex.org/W622283703","https://openalex.org/W1486649854","https://openalex.org/W1532394360","https://openalex.org/W1584761227","https://openalex.org/W1598782021","https://openalex.org/W1602011256","https://openalex.org/W2014423218","https://openalex.org/W2014616931","https://openalex.org/W2024632416","https://openalex.org/W2047335008","https://openalex.org/W2052967840","https://openalex.org/W2071256385","https://openalex.org/W2077394112","https://openalex.org/W2101234009","https://openalex.org/W2107961737","https://openalex.org/W2109636054","https://openalex.org/W2113459411","https://openalex.org/W2114544903","https://openalex.org/W2120615054","https://openalex.org/W2125930537","https://openalex.org/W2161466446","https://openalex.org/W2168490009","https://openalex.org/W2189149111","https://openalex.org/W2250539671","https://openalex.org/W2410983263","https://openalex.org/W2410985346","https://openalex.org/W2534381863","https://openalex.org/W2594726847","https://openalex.org/W2611509809","https://openalex.org/W2623779865","https://openalex.org/W2752172973","https://openalex.org/W2768488789","https://openalex.org/W2949541494","https://openalex.org/W2949547296","https://openalex.org/W2952230511","https://openalex.org/W2964101860"],"related_works":["https://openalex.org/W2963492323","https://openalex.org/W23131118","https://openalex.org/W2047153334","https://openalex.org/W2045714748","https://openalex.org/W3004519494","https://openalex.org/W3107788979","https://openalex.org/W2654541785","https://openalex.org/W3197993036","https://openalex.org/W2006320147","https://openalex.org/W1625371922","https://openalex.org/W1974512027","https://openalex.org/W2899558960","https://openalex.org/W1662173508","https://openalex.org/W3008265130","https://openalex.org/W3209946803","https://openalex.org/W2950703506","https://openalex.org/W1797238747","https://openalex.org/W2073966542","https://openalex.org/W2227556501","https://openalex.org/W845471245"],"abstract_inverted_index":{"Lina":[0],"M.":[1],"Rojas-Barahona,":[2],"Bo-Hsiang":[3],"Tseng,":[4],"Yinpei":[5],"Dai,":[6],"Clare":[7],"Mansfield,":[8],"Osman":[9],"Ramadan,":[10],"Stefan":[11],"Ultes,":[12],"Michael":[13],"Crawford,":[14],"Milica":[15],"Ga\u0161i\u0107.":[16],"Proceedings":[17],"of":[18],"the":[19],"Ninth":[20],"International":[21],"Workshop":[22],"on":[23],"Health":[24],"Text":[25],"Mining":[26],"and":[27],"Information":[28],"Analysis.":[29],"2018.":[30]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}