{"id":"https://openalex.org/W4403780651","doi":"https://doi.org/10.1145/3664647.3681661","title":"Bridging Gaps in Content and Knowledge for Multimodal Entity Linking","display_name":"Bridging Gaps in Content and Knowledge for Multimodal Entity Linking","publication_year":2024,"publication_date":"2024-10-26","ids":{"openalex":"https://openalex.org/W4403780651","doi":"https://doi.org/10.1145/3664647.3681661"},"language":"en","primary_location":{"id":"doi:10.1145/3664647.3681661","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3681661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102705773","display_name":"Pengfei Luo","orcid":"https://orcid.org/0000-0003-0889-7660"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Luo","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-0889-7660","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025292786","display_name":"Tong Xu","orcid":"https://orcid.org/0000-0003-4246-5386"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Xu","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-4246-5386","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108189854","display_name":"Che Liu","orcid":"https://orcid.org/0009-0001-6548-1365"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Che Liu","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, China"],"raw_orcid":"https://orcid.org/0009-0001-6548-1365","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069864529","display_name":"Suojuan Zhang","orcid":"https://orcid.org/0009-0003-2193-2288"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suojuan Zhang","raw_affiliation_strings":["Army Engineering University of PLA &amp; School of Computer Science and Technology, University of Science and Technology of China, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0003-2193-2288","affiliations":[{"raw_affiliation_string":"Army Engineering University of PLA &amp; School of Computer Science and Technology, University of Science and Technology of China, Nanjing, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009732907","display_name":"Linli Xu","orcid":"https://orcid.org/0000-0003-0227-3793"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linli Xu","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-0227-3793","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100780135","display_name":"Minglei Li","orcid":"https://orcid.org/0000-0002-1427-3507"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Minglei Li","raw_affiliation_strings":["Huawei Cloud, ShenZhen, China"],"raw_orcid":"https://orcid.org/0000-0002-1427-3507","affiliations":[{"raw_affiliation_string":"Huawei Cloud, ShenZhen, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048237545","display_name":"Enhong Chen","orcid":"https://orcid.org/0000-0002-4835-4102"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enhong Chen","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, Anhui Province, China"],"raw_orcid":"https://orcid.org/0000-0002-4835-4102","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China &amp; State Key Laboratory of Cognitive Intelligence, Hefei, Anhui Province, China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.778,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.87602565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"9311","last_page":"9320"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9994999766349792,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9962999820709229,"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/bridging","display_name":"Bridging (networking)","score":0.8650641441345215},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.675767719745636},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3382376432418823},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3240954279899597}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8650641441345215},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.675767719745636},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3382376432418823},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3240954279899597},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3664647.3681661","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3664647.3681661","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2560674852","https://openalex.org/W2600077159","https://openalex.org/W2612773933","https://openalex.org/W2757369719","https://openalex.org/W2912993660","https://openalex.org/W2947312908","https://openalex.org/W2970986510","https://openalex.org/W3012892971","https://openalex.org/W3032553678","https://openalex.org/W3034999214","https://openalex.org/W3092965216","https://openalex.org/W3104748221","https://openalex.org/W3152929911","https://openalex.org/W3205420591","https://openalex.org/W3209525778","https://openalex.org/W4224134764","https://openalex.org/W4226074807","https://openalex.org/W4284686800","https://openalex.org/W4322718191","https://openalex.org/W4380353763","https://openalex.org/W4381827097","https://openalex.org/W4384918448","https://openalex.org/W4385567711","https://openalex.org/W4387969337"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4388870064","https://openalex.org/W2210139803","https://openalex.org/W4235186151","https://openalex.org/W2054685365","https://openalex.org/W2056057048","https://openalex.org/W2667588871","https://openalex.org/W2272354214"],"abstract_inverted_index":{"Multimodal":[0,16],"Entity":[1],"Linking":[2],"(MEL)":[3],"aims":[4],"to":[5,31,119],"address":[6],"the":[7,33,46,51,66,76,102,167],"ambiguity":[8],"in":[9],"multimodal":[10,26,117],"mentions":[11,55],"and":[12,28,56,73,104,114,163,169],"associate":[13],"them":[14],"with":[15,101,127,158],"Knowledge":[17],"Graphs":[18],"(MMKGs).":[19],"Existing":[20],"works":[21],"primarily":[22],"focus":[23],"on":[24,147],"designing":[25],"interaction":[27],"fusion":[29],"mechanisms":[30],"enhance":[32],"performance":[34,154],"of":[35,155,171],"MEL.":[36],"However,":[37],"these":[38,81],"methods":[39],"still":[40],"overlook":[41],"two":[42,148],"crucial":[43],"gaps":[44],"within":[45],"MEL":[47,150],"task.":[48],"One":[49],"is":[50,65,125],"content":[52,121],"discrepancy":[53],"between":[54],"entities,":[57],"manifested":[58],"as":[59,89,91,136],"uneven":[60],"information":[61],"density.":[62],"The":[63],"other":[64],"knowledge":[67,71,133],"gap,":[68],"indicating":[69],"insufficient":[70],"extraction":[72],"reasoning":[74],"during":[75],"linking":[77],"process.":[78],"To":[79],"bridge":[80],"gaps,":[82],"we":[83],"propose":[84],"a":[85,92],"novel":[86],"framework":[87],"FissFuse,":[88],"well":[90],"plug-and-play":[93],"knowledge-aware":[94],"re-ranking":[95,137],"method":[96],"KAR.":[97,172],"Specifically,":[98],"FissFuse":[99,156],"collaborates":[100],"Fission":[103],"Fusion":[105],"branches,":[106],"establishing":[107],"dynamic":[108],"features":[109],"for":[110,131],"each":[111],"mention-entity":[112],"pair":[113],"adaptively":[115],"learning":[116],"interactions":[118],"alleviate":[120],"discrepancy.":[122],"Meanwhile,":[123],"KAR":[124],"endowed":[126],"carefully":[128],"crafted":[129],"instruction":[130],"intricate":[132],"reasoning,":[134],"serving":[135],"agents":[138],"empowered":[139],"by":[140],"Large":[141],"Language":[142],"Models":[143],"(LLMs).":[144],"Extensive":[145],"experiments":[146,165],"well-constructed":[149],"datasets":[151],"demonstrate":[152],"outstanding":[153],"compared":[157],"various":[159],"baselines.":[160],"Comprehensive":[161],"evaluations":[162],"ablation":[164],"validate":[166],"effectiveness":[168],"generality":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
