{"id":"https://openalex.org/W7140090950","doi":"https://doi.org/10.18653/v1/2026.eacl-long.337","title":"DivMerge: A divergence-based model merging method for multi-tasking","display_name":"DivMerge: A divergence-based model merging method for multi-tasking","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140090950","doi":"https://doi.org/10.18653/v1/2026.eacl-long.337"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2026.eacl-long.337","doi":"https://doi.org/10.18653/v1/2026.eacl-long.337","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.337","pdf_url":"https://aclanthology.org/2026.eacl-long.337.pdf","source":{"id":"https://openalex.org/S4306418011","display_name":"Conference of the European Chapter of the Association for Computational Linguistics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://aclanthology.org/2026.eacl-long.337.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5120566868","display_name":"Brahim Touayouch","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Brahim Touayouch","raw_affiliation_strings":["Orange Research , Lannion , France","\u00c9cole Polytechnique , Institut Polytechnique de Paris , Palaiseau , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Research , Lannion , France","institution_ids":[]},{"raw_affiliation_string":"\u00c9cole Polytechnique , Institut Polytechnique de Paris , Palaiseau , France","institution_ids":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027494462","display_name":"Lo\u00efc Fosse","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lo\u00efc Fosse","raw_affiliation_strings":["CNRS , LIS , Aix Marseille Universit\u00e9 , France","Orange Research , Lannion , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS , LIS , Aix Marseille Universit\u00e9 , France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210114274"]},{"raw_affiliation_string":"Orange Research , Lannion , France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111987611","display_name":"G\u00e9raldine Damnati","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G\u00e9raldine Damnati","raw_affiliation_strings":["Orange Research , Lannion , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Research , Lannion , France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002469975","display_name":"Gw\u00e9nol\u00e9 Lecorv\u00e9","orcid":"https://orcid.org/0000-0002-4271-2087","observed_orcids":["https://orcid.org/0000-0002-4271-2087"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gw\u00e9nol\u00e9 Lecorv\u00e9","raw_affiliation_strings":["Orange Research , Lannion , France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Research , Lannion , France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14255592,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7157","last_page":"7180"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.5810999870300293,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.5810999870300293,"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/T10028","display_name":"Topic Modeling","score":0.36399999260902405,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.02290000021457672,"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/model-merging","display_name":"model merging","score":0.9309999942779541},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"multi-task learning","score":0.8320000171661377},{"id":"https://openalex.org/keywords/knowledge-distillation","display_name":"knowledge distillation","score":0.7089999914169312},{"id":"https://openalex.org/keywords/neural-network-compression","display_name":"neural network compression","score":0.4860000014305115},{"id":"https://openalex.org/keywords/multi-task-neural-network","display_name":"multi-task neural network","score":0.30399999022483826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5496000051498413},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.367000013589859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3594000041484833},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26820001006126404},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.267300009727478},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2524999976158142},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.24719999730587006},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.23639999330043793}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.eacl-long.337","doi":"https://doi.org/10.18653/v1/2026.eacl-long.337","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.337","pdf_url":"https://aclanthology.org/2026.eacl-long.337.pdf","source":{"id":"https://openalex.org/S4306418011","display_name":"Conference of the European Chapter of the Association for Computational Linguistics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.eacl-long.337","doi":"https://doi.org/10.18653/v1/2026.eacl-long.337","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.337","pdf_url":"https://aclanthology.org/2026.eacl-long.337.pdf","source":{"id":"https://openalex.org/S4306418011","display_name":"Conference of the European Chapter of the Association for Computational Linguistics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"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 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7140090950.pdf","grobid_xml":"https://content.openalex.org/works/W7140090950.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7221489913","https://openalex.org/W7220912388","https://openalex.org/W4411119612","https://openalex.org/W4412889650","https://openalex.org/W4416964952","https://openalex.org/W7125691091","https://openalex.org/W3176431316","https://openalex.org/W4407683649","https://openalex.org/W4404783473","https://openalex.org/W7140116633"],"abstract_inverted_index":{"Brahim":[0],"Touayouch,":[1],"Lo\u00efc":[2],"Fosse,":[3],"G\u00e9raldine":[4],"Damnati,":[5],"Gw\u00e9nol\u00e9":[6],"Lecorv\u00e9.":[7],"Proceedings":[8],"of":[9,13,17],"the":[10,14,18],"19th":[11],"Conference":[12],"European":[15],"Chapter":[16],"Association":[19],"for":[20],"Computational":[21],"Linguistics":[22],"(Volume":[23],"1:":[24],"Long":[25],"Papers).":[26],"2026.":[27]},"counts_by_year":[],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2026-03-24T00:00:00"}