{"id":"https://openalex.org/W4401908541","doi":"https://doi.org/10.3390/e26090730","title":"Event-Oriented State Alignment Network for Weakly Supervised Temporal Language Grounding","display_name":"Event-Oriented State Alignment Network for Weakly Supervised Temporal Language Grounding","publication_year":2024,"publication_date":"2024-08-27","ids":{"openalex":"https://openalex.org/W4401908541","doi":"https://doi.org/10.3390/e26090730","pmid":"https://pubmed.ncbi.nlm.nih.gov/39330065"},"language":"en","primary_location":{"id":"doi:10.3390/e26090730","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e26090730","pdf_url":"https://www.mdpi.com/1099-4300/26/9/730/pdf?version=1724771977","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/26/9/730/pdf?version=1724771977","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102548910","display_name":"Hongzhou Wu","orcid":"https://orcid.org/0009-0009-5012-9666"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongzhou Wu","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100368865","display_name":"Xiang Zhang","orcid":"https://orcid.org/0000-0002-5201-3802"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Zhang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003722332","display_name":"Tao Tang","orcid":"https://orcid.org/0000-0002-1938-0918"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Tang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101044975","display_name":"Canqun Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Canqun Yang","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101821254","display_name":"Zhigang Luo","orcid":"https://orcid.org/0000-0002-1063-9970"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Luo","raw_affiliation_strings":["School of Computer, National University of Defense Technology, Changsha 410073, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer, National University of Defense Technology, Changsha 410073, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5102548910"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":0.329,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52979804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"26","issue":"9","first_page":"730","last_page":"730"},"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":0.9997000098228455,"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":0.9945999979972839,"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":0.8519179224967957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6057043075561523},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5466183423995972},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5334821939468384},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5238085985183716},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4170442521572113},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3790232241153717}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8519179224967957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6057043075561523},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5466183423995972},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5334821939468384},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5238085985183716},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4170442521572113},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3790232241153717},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e26090730","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e26090730","pdf_url":"https://www.mdpi.com/1099-4300/26/9/730/pdf?version=1724771977","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:39330065","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39330065","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11431080","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11431080","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11431080/pdf/entropy-26-00730.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:83cb84782d6d47208a4f9a6f17262f7c","is_oa":true,"landing_page_url":"https://doaj.org/article/83cb84782d6d47208a4f9a6f17262f7c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 26, Iss 9, p 730 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/26/9/730/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e26090730","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e26090730","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/e26090730","pdf_url":"https://www.mdpi.com/1099-4300/26/9/730/pdf?version=1724771977","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G8152811147","display_name":null,"funder_award_id":"2023YFB3001903","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401908541.pdf","grobid_xml":"https://content.openalex.org/works/W4401908541.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W2250539671","https://openalex.org/W2931886155","https://openalex.org/W2963017553","https://openalex.org/W2963521717","https://openalex.org/W2963524571","https://openalex.org/W2963916161","https://openalex.org/W2964089981","https://openalex.org/W2970373903","https://openalex.org/W2979933490","https://openalex.org/W2997429269","https://openalex.org/W2998355566","https://openalex.org/W3093471110","https://openalex.org/W3118778629","https://openalex.org/W3130619535","https://openalex.org/W3130796238","https://openalex.org/W3135367836","https://openalex.org/W3167480762","https://openalex.org/W3174364033","https://openalex.org/W3178322352","https://openalex.org/W3186567887","https://openalex.org/W3207439579","https://openalex.org/W3210101297","https://openalex.org/W4205817612","https://openalex.org/W4220863439","https://openalex.org/W4226345885","https://openalex.org/W4230025115","https://openalex.org/W4283361723","https://openalex.org/W4283814553","https://openalex.org/W4297226993","https://openalex.org/W4312402470","https://openalex.org/W4384007385","https://openalex.org/W4385570514","https://openalex.org/W4394807459","https://openalex.org/W4399606395","https://openalex.org/W6754478056","https://openalex.org/W6790241037"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4224009465","https://openalex.org/W4306674287","https://openalex.org/W4286629047","https://openalex.org/W4205958290","https://openalex.org/W4384212932","https://openalex.org/W4390590544","https://openalex.org/W2096195258","https://openalex.org/W2990460313","https://openalex.org/W2043727559"],"abstract_inverted_index":{"Weakly":[0],"supervised":[1],"temporal":[2,19,58,194],"language":[3,16,133,195],"grounding":[4,196],"(TLG)":[5],"aims":[6],"to":[7,63,67,126,135,187],"locate":[8],"events":[9],"in":[10],"untrimmed":[11],"videos":[12],"based":[13],"on":[14,38,149],"natural":[15],"queries":[17],"without":[18],"annotations,":[20],"necessitating":[21],"a":[22,141],"deep":[23],"understanding":[24,144],"of":[25,145,185,193],"semantic":[26,51,86,111,138],"context":[27],"across":[28,119],"both":[29,90],"video":[30,46,93],"and":[31,44,53,92,116,131,165,191],"text":[32],"modalities.":[33,120],"Existing":[34],"methods":[35],"often":[36],"focus":[37],"simple":[39],"correlations":[40,164],"between":[41],"query":[42],"phrases":[43],"isolated":[45],"segments,":[47],"neglecting":[48],"the":[49,77,167,174,183,189],"event-oriented":[50],"coherence":[52,112],"consistency":[54,118],"required":[55],"for":[56,89,99],"accurate":[57],"grounding.":[59],"This":[60],"can":[61],"lead":[62],"misleading":[64],"results":[65],"due":[66],"partial":[68],"frame":[69,129],"correlations.":[70],"To":[71],"address":[72],"these":[73],"limitations,":[74],"we":[75],"propose":[76],"Event-oriented":[78],"State":[79],"Alignment":[80],"Network":[81],"(ESAN),":[82],"which":[83],"constructs":[84],"\"start-event-end\"":[85],"state":[87],"sets":[88],"textual":[91],"data.":[94],"ESAN":[95,155,186],"employs":[96],"relative":[97],"entropy":[98],"cross-modal":[100],"alignment":[101],"through":[102],"knowledge":[103],"distillation":[104],"from":[105],"pre-trained":[106],"large":[107,132],"models,":[108],"thereby":[109],"enhancing":[110],"within":[113],"each":[114],"modality":[115],"ensuring":[117],"Our":[121],"approach":[122],"leverages":[123],"vision-language":[124],"models":[125,134],"extract":[127],"static":[128],"semantics":[130],"capture":[136],"dynamic":[137],"changes,":[139],"facilitating":[140],"more":[142],"comprehensive":[143],"events.":[146],"Experiments":[147],"conducted":[148],"two":[150],"benchmark":[151],"datasets":[152],"demonstrate":[153],"that":[154],"significantly":[156],"outperforms":[157],"existing":[158],"methods.":[159],"By":[160],"reducing":[161],"false":[162],"high":[163],"improving":[166],"overall":[168],"performance,":[169],"our":[170],"method":[171],"effectively":[172],"addresses":[173],"challenges":[175],"posed":[176],"by":[177],"previous":[178],"approaches.":[179],"These":[180],"advancements":[181],"highlight":[182],"potential":[184],"improve":[188],"precision":[190],"reliability":[192],"tasks.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
