{"id":"https://openalex.org/W4413238874","doi":"https://doi.org/10.1007/s11227-025-07727-4","title":"Slerp-Opt: merging large language models via adaptive strategies","display_name":"Slerp-Opt: merging large language models via adaptive strategies","publication_year":2025,"publication_date":"2025-08-09","ids":{"openalex":"https://openalex.org/W4413238874","doi":"https://doi.org/10.1007/s11227-025-07727-4"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-025-07727-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07727-4","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"},"type":"article","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/A5065724351","display_name":"Hai\u2010yin Jiang","orcid":"https://orcid.org/0000-0001-7601-7827"},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haiyin Jiang","raw_affiliation_strings":["School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059235202","display_name":"Ruilin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruilin Wang","raw_affiliation_strings":["School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112771173","display_name":"Weijie Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Liang","raw_affiliation_strings":["School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045412256","display_name":"Qi Sun","orcid":"https://orcid.org/0000-0003-0814-2102"},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Sun","raw_affiliation_strings":["School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108630411","display_name":"Xiang Zhang","orcid":"https://orcid.org/0000-0002-7309-586X"},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Zhang","raw_affiliation_strings":["School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I90727586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100387399","display_name":"Yanan Liu","orcid":"https://orcid.org/0000-0002-0091-7068"},"institutions":[{"id":"https://openalex.org/I90727586","display_name":"Zhejiang University of Finance and Economics","ror":"https://ror.org/055vj5234","country_code":"CN","type":"education","lineage":["https://openalex.org/I90727586"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanan Liu","raw_affiliation_strings":["School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China"],"affiliations":[{"raw_affiliation_string":"School of Information Management and Artificial Intelligence, Zhejiang University of Finance & Economics, Hangzhou, 310018, China","institution_ids":["https://openalex.org/I90727586"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5065724351"],"corresponding_institution_ids":["https://openalex.org/I90727586"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11073975,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"81","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9994999766349792,"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":0.9994999766349792,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9850000143051147,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9815999865531921,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8713486194610596},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5693207383155823},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.48335665464401245},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.4650256633758545},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4577885866165161},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4499264657497406},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4384554922580719},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42992645502090454},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3860100507736206},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.16243505477905273},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.14248865842819214},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14229148626327515}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8713486194610596},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5693207383155823},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.48335665464401245},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.4650256633758545},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4577885866165161},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4499264657497406},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4384554922580719},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42992645502090454},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3860100507736206},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.16243505477905273},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.14248865842819214},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14229148626327515},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-025-07727-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-025-07727-4","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2962927633","https://openalex.org/W4213187341","https://openalex.org/W4301243929","https://openalex.org/W4304195432","https://openalex.org/W4320165837","https://openalex.org/W4385567594","https://openalex.org/W4385572162","https://openalex.org/W4394782456","https://openalex.org/W4400728363","https://openalex.org/W4403582540","https://openalex.org/W4404781253","https://openalex.org/W4408345589","https://openalex.org/W6600281192","https://openalex.org/W6601641200","https://openalex.org/W6608087966","https://openalex.org/W6756688054","https://openalex.org/W6822342538","https://openalex.org/W6826116265"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W4400094300","https://openalex.org/W2329539859","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W2770234245","https://openalex.org/W3214280620","https://openalex.org/W3191490922","https://openalex.org/W96612179","https://openalex.org/W2794038527"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
