{"id":"https://openalex.org/W4402667055","doi":"https://doi.org/10.18653/v1/2024.acl-long.41","title":"Hyper-CL: Conditioning Sentence Representations with Hypernetworks","display_name":"Hyper-CL: Conditioning Sentence Representations with Hypernetworks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402667055","doi":"https://doi.org/10.18653/v1/2024.acl-long.41"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2024.acl-long.41","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.acl-long.41","pdf_url":"https://aclanthology.org/2024.acl-long.41.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 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2024.acl-long.41.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107854493","display_name":"Young Yoo","orcid":null},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young Yoo","raw_affiliation_strings":["Hanyang University , Seoul , Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University , Seoul , Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094173856","display_name":"Jii Cha","orcid":null},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jii Cha","raw_affiliation_strings":["Hanyang University , Seoul , Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University , Seoul , Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017904278","display_name":"Changhyeon Kim","orcid":"https://orcid.org/0000-0001-6774-4539"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Changhyeon Kim","raw_affiliation_strings":["Hanyang University , Seoul , Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University , Seoul , Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101523174","display_name":"Taeuk Kim","orcid":"https://orcid.org/0000-0001-6919-7727"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Taeuk Kim","raw_affiliation_strings":["Hanyang University , Seoul , Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University , Seoul , Republic of Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2219,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82956973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"700","last_page":"711"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.978600025177002,"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":0.978600025177002,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.9595999717712402,"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/conditioning","display_name":"Conditioning","score":0.6350825428962708},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.6191672682762146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5526430010795593},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44852960109710693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3754754364490509},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1355661153793335},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10021311044692993}],"concepts":[{"id":"https://openalex.org/C45262634","wikidata":"https://www.wikidata.org/wiki/Q5159291","display_name":"Conditioning","level":2,"score":0.6350825428962708},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.6191672682762146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5526430010795593},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44852960109710693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3754754364490509},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1355661153793335},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10021311044692993}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2024.acl-long.41","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.acl-long.41","pdf_url":"https://aclanthology.org/2024.acl-long.41.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 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2024.acl-long.41","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2024.acl-long.41","pdf_url":"https://aclanthology.org/2024.acl-long.41.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 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1816186749","display_name":null,"funder_award_id":"RS-2023-00253914","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G3904058931","display_name":null,"funder_award_id":"RS-2020-II201373","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G44117325","display_name":null,"funder_award_id":"2018R1A5A7059549","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4638971921","display_name":null,"funder_award_id":"IITP-2024-RS-2023-00253914","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"},{"id":"https://openalex.org/G4848589832","display_name":null,"funder_award_id":"RS-2020-II201373","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G7747912143","display_name":null,"funder_award_id":"RS-2020-II201373","funder_id":"https://openalex.org/F4320321142","funder_display_name":"Hanyang University"},{"id":"https://openalex.org/G8133777603","display_name":null,"funder_award_id":"2018R1A5A7059549","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8893589656","display_name":null,"funder_award_id":"No. 2018R1A5A7059549","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321142","display_name":"Hanyang University","ror":"https://ror.org/046865y68"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402667055.pdf","grobid_xml":"https://content.openalex.org/works/W4402667055.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2344176346","https://openalex.org/W2052307325","https://openalex.org/W1489675464","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W1881653995","https://openalex.org/W3204019825"],"abstract_inverted_index":{"While":[0],"the":[1,17,29,62,76,117,126],"introduction":[2],"of":[3,32,88,125,129,137],"contrastive":[4,52],"learning":[5,10,53],"frameworks":[6],"in":[7,16,107],"sentence":[8,25,57,78,110],"representation":[9],"has":[11],"significantly":[12],"contributed":[13],"to":[14,54,80,85,133],"advancements":[15],"field,":[18],"it":[19],"still":[20],"remains":[21],"unclear":[22],"whether":[23],"state-of-the-art":[24],"embeddings":[26,70,79],"can":[27],"capture":[28],"fine-grained":[30],"semantics":[31],"sentences,":[33],"particularly":[34],"when":[35],"conditioned":[36,56],"on":[37],"specific":[38],"perspectives.In":[39],"this":[40],"paper,":[41],"we":[42],"introduce":[43],"Hyper-CL,":[44],"an":[45],"efficient":[46],"methodology":[47],"that":[48,103],"integrates":[49],"hypernetworks":[50],"with":[51],"compute":[55],"representations.In":[58],"our":[59,130],"proposed":[60],"approach,":[61,131],"hypernetwork":[63],"is":[64,105,141],"responsible":[65],"for":[66],"transforming":[67],"pre-computed":[68],"condition":[69],"into":[71],"corresponding":[72],"projection":[73],"layers.This":[74],"enables":[75],"same":[77,118],"be":[81],"projected":[82],"differently":[83],"according":[84],"various":[86],"conditions.Evaluation":[87],"two":[89],"representative":[90],"conditioning":[91,109],"benchmarks,":[92],"namely":[93],"conditional":[94],"semantic":[95],"text":[96],"similarity":[97],"and":[98],"knowledge":[99],"graph":[100],"completion,":[101],"demonstrates":[102],"Hyper-CL":[104],"effective":[106],"flexibly":[108],"representations,":[111],"showcasing":[112],"its":[113,138],"computational":[114],"efficiency":[115],"at":[116,143],"time.We":[119],"also":[120],"provide":[121],"a":[122,134],"comprehensive":[123],"analysis":[124],"inner":[127],"workings":[128],"leading":[132],"better":[135],"interpretation":[136],"mechanisms.Our":[139],"code":[140],"available":[142],"https://github.com/HYU-NLP/Hyper-CL.":[144]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
