{"id":"https://openalex.org/W3143042934","doi":"https://doi.org/10.1145/3445815.3445845","title":"Multi-attention mechanism for Chinese description of videos","display_name":"Multi-attention mechanism for Chinese description of videos","publication_year":2020,"publication_date":"2020-12-11","ids":{"openalex":"https://openalex.org/W3143042934","doi":"https://doi.org/10.1145/3445815.3445845","mag":"3143042934"},"language":"en","primary_location":{"id":"doi:10.1145/3445815.3445845","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3445815.3445845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 4th International Conference on Computer Science and Artificial Intelligence","raw_type":"proceedings-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/A5109081571","display_name":"Hu Liu","orcid":"https://orcid.org/0000-0002-6019-2759"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Liu","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086403008","display_name":"Junxiu Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junxiu Wu","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100347995","display_name":"Jiabin Yuan","orcid":"https://orcid.org/0000-0002-1537-1440"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiabin Yuan","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19028313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"181","last_page":"186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9904999732971191,"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":0.8539782166481018},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5487393736839294},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.48651641607284546},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.454312801361084},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4465109705924988},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4409976899623871},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4244844615459442},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3371540904045105},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33273524045944214}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8539782166481018},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5487393736839294},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.48651641607284546},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.454312801361084},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4465109705924988},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4409976899623871},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4244844615459442},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3371540904045105},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33273524045944214},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3445815.3445845","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3445815.3445845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 4th International Conference on Computer Science and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1586939924","https://openalex.org/W2139501017","https://openalex.org/W2192412620","https://openalex.org/W2418300416","https://openalex.org/W2619947201","https://openalex.org/W2963524571","https://openalex.org/W2964065937","https://openalex.org/W2989322838","https://openalex.org/W2997296614","https://openalex.org/W3035763695","https://openalex.org/W3089770390","https://openalex.org/W4200268060","https://openalex.org/W4287763143","https://openalex.org/W6601076540"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W2366646518","https://openalex.org/W2012531322"],"abstract_inverted_index":{"Using":[0],"natural":[1,14],"language":[2,15],"to":[3,28,34,83,109],"describe":[4],"videos":[5],"is":[6,55,107,127],"a":[7],"hot":[8],"topic":[9],"in":[10,57,89,156],"the":[11,23,41,80,90,97,102,110,122,132],"field":[12],"of":[13,22,43,52,101,114,135],"processing":[16],"and":[17,64,75,78,99,121],"computer":[18],"vision.":[19],"However,":[20],"most":[21],"video":[24,53,70,87,118,136],"description":[25,54,119,138],"tasks":[26],"are":[27],"generate":[29,35],"English":[30,157],"descriptions":[31,46],"now,":[32],"rarely":[33],"Chinese":[36,45,112,137],"descriptions.":[37,104],"This":[38],"paper":[39],"explores":[40],"process":[42],"generating":[44],"for":[47],"videos.":[48],"An":[49],"improved":[50],"model":[51,68,106,145],"proposed":[56],"this":[58],"paper,":[59],"which":[60,93],"combines":[61],"multi-modal":[62],"features":[63,74,77],"multi-attention":[65,81],"mechanism.":[66],"The":[67,105,144],"extracts":[69],"information":[71,88],"from":[72],"global":[73],"fine-grained":[76],"uses":[79],"mechanism":[82],"focus":[84],"more":[85],"important":[86],"decoding":[91],"stage,":[92],"can":[94],"further":[95],"improve":[96],"richness":[98],"accuracy":[100],"generated":[103],"applied":[108],"extended":[111],"corpus":[113],"MSVD":[115,140],"(Microsoft":[116],"Research":[117],"corpus),":[120],"highest":[123],"METEOR":[124],"value":[125],"obtained":[126],"still":[128],"9.6%":[129],"higher":[130],"than":[131],"best":[133],"result":[134,150],"on":[139],"found":[141],"at":[142],"present.":[143],"also":[146],"achieves":[147],"an":[148],"advanced":[149],"compared":[151],"with":[152],"many":[153],"state-of-the-art":[154],"methods":[155],"environment.":[158]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}