{"id":"https://openalex.org/W4405633289","doi":"https://doi.org/10.1109/mlnlp63328.2024.10800032","title":"VTN-EG: CLIP-Based Visual and Textual Fusion Network for Entity Grounding","display_name":"VTN-EG: CLIP-Based Visual and Textual Fusion Network for Entity Grounding","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4405633289","doi":"https://doi.org/10.1109/mlnlp63328.2024.10800032"},"language":"en","primary_location":{"id":"doi:10.1109/mlnlp63328.2024.10800032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlnlp63328.2024.10800032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Machine Learning and Natural Language Processing (MLNLP)","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/A5113018328","display_name":"Shiyi Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyi Hao","raw_affiliation_strings":["Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100737554","display_name":"Linjie Wang","orcid":"https://orcid.org/0009-0008-7683-8578"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linjie Wang","raw_affiliation_strings":["Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048245182","display_name":"Yifeng Zheng","orcid":"https://orcid.org/0009-0002-5072-5184"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifeng Zheng","raw_affiliation_strings":["Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337634","display_name":"Chen Wang","orcid":"https://orcid.org/0000-0002-9822-9393"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Wang","raw_affiliation_strings":["Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049043187","display_name":"Yunfei Liu","orcid":"https://orcid.org/0000-0002-9362-3447"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Liu","raw_affiliation_strings":["Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111003697","display_name":"Shengyang Li","orcid":"https://orcid.org/0000-0002-9888-9869"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210086028","display_name":"Technology and Engineering Center for Space Utilization","ror":"https://ror.org/00cn03n83","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyang Li","raw_affiliation_strings":["Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Space Utilization, Chinese Academy of Sciences,Technology and Engineering,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210086028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.26034897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.989300012588501,"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":0.989300012588501,"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":0.9739999771118164,"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":0.9728000164031982,"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":0.7091518640518188},{"id":"https://openalex.org/keywords/ground","display_name":"Ground","score":0.5084280371665955},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5070943832397461},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4885345697402954},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38097935914993286},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16033390164375305},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1020432710647583},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.06411686539649963}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7091518640518188},{"id":"https://openalex.org/C168993435","wikidata":"https://www.wikidata.org/wiki/Q6501125","display_name":"Ground","level":2,"score":0.5084280371665955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5070943832397461},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4885345697402954},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38097935914993286},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16033390164375305},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1020432710647583},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.06411686539649963},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mlnlp63328.2024.10800032","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mlnlp63328.2024.10800032","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 7th International Conference on Machine Learning and Natural Language Processing (MLNLP)","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":17,"referenced_works":["https://openalex.org/W2117539524","https://openalex.org/W2120699290","https://openalex.org/W2194775991","https://openalex.org/W2963870853","https://openalex.org/W2964194231","https://openalex.org/W2965005892","https://openalex.org/W3080318437","https://openalex.org/W3092965216","https://openalex.org/W3126594737","https://openalex.org/W3129482887","https://openalex.org/W3198377975","https://openalex.org/W4312044727","https://openalex.org/W4312310776","https://openalex.org/W4313175608","https://openalex.org/W4386790226","https://openalex.org/W4387847131","https://openalex.org/W4387968686"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"In":[0,71,117],"the":[1,28,41,110,118,123,128,132,159,186,195],"field":[2],"of":[3,30,34,63,112,130,190,199],"space":[4],"science":[5],"and":[6,67,94,104,114,139,163,168,180,188,197],"utilization,":[7],"we":[8,76,84,121,151,193],"have":[9,184],"constructed":[10],"a":[11,20,31,78,153],"domain":[12],"knowledge":[13,25],"graph":[14,26],"based":[15,126],"on":[16,127,178],"text":[17,56,115,144],"data.":[18,37],"However,":[19],"significant":[21],"problem":[22],"with":[23,54],"this":[24,46],"is":[27,40],"absence":[29],"large":[32],"number":[33],"domain-relevant":[35],"multimodal":[36],"Entity":[38,165],"grounding":[39,60,156],"principal":[42],"approach":[43],"to":[44,50,73,108],"addressing":[45],"issue,":[47],"which":[48,83],"refers":[49],"aligning":[51],"external":[52],"images":[53],"corresponding":[55],"entities.":[57],"Currently,":[58],"entity":[59,64,68,155],"has":[61],"issues":[62],"name":[65],"ambiguity":[66],"image":[69,113],"sparseness.":[70],"response":[72],"these":[74],"issues,":[75],"propose":[77],"method":[79],"called":[80,158],"VTN-EG,":[81],"within":[82],"design":[85],"three":[86],"new":[87],"modules:":[88],"prompt":[89,102,133],"network":[90,103,134],"module,":[91,120],"attention":[92],"module":[93],"decision":[95,119],"module.":[96],"The":[97],"initial":[98],"two":[99,181],"modules":[100],"use":[101],"cross-attention":[105],"mechanism":[106],"respectively":[107],"augment":[109],"expressiveness":[111],"encoding.":[116],"obtain":[122],"final":[124],"results":[125],"strategy":[129],"using":[131,141],"in":[135,143],"visual":[136],"discrimination":[137,145],"process":[138],"not":[140],"it":[142],"process.":[146],"To":[147],"support":[148],"algorithmic":[149],"research,":[150],"construct":[152],"specialized":[154],"dataset":[157],"Chinese":[160],"Space":[161],"Science":[162],"Utilization":[164],"Grounding":[166],"(SSUEG)":[167],"select":[169],"four":[170],"deep":[171],"learning":[172],"methods":[173],"for":[174],"comparison.":[175],"Extensive":[176],"experiments":[177],"SSUEG":[179],"public":[182],"datasets":[183],"proved":[185],"advancement":[187],"generalization":[189],"VTN-EG.":[191],"Finally,":[192],"demonstrate":[194],"effectiveness":[196],"necessity":[198],"algorithm":[200],"improvements":[201],"through":[202],"ablation":[203],"experiments.":[204]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
