{"id":"https://openalex.org/W4387961570","doi":"https://doi.org/10.1145/3606038.3616157","title":"Generating Factually Consistent Sport Highlights Narrations","display_name":"Generating Factually Consistent Sport Highlights Narrations","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387961570","doi":"https://doi.org/10.1145/3606038.3616157"},"language":"en","primary_location":{"id":"doi:10.1145/3606038.3616157","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3606038.3616157","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3606038.3616157","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3606038.3616157","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093129644","display_name":"Noah Sarfati","orcid":"https://orcid.org/0009-0008-2963-2091"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Noah Sarfati","raw_affiliation_strings":["Amazon, Tel-Aviv, Israel"],"raw_orcid":"https://orcid.org/0009-0008-2963-2091","affiliations":[{"raw_affiliation_string":"Amazon, Tel-Aviv, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066007461","display_name":"Ido Yerushalmy","orcid":"https://orcid.org/0009-0001-4359-0042"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ido Yerushalmy","raw_affiliation_strings":["Amazon, Tel-Aviv, Israel"],"raw_orcid":"https://orcid.org/0009-0001-4359-0042","affiliations":[{"raw_affiliation_string":"Amazon, Tel-Aviv, Israel","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090596823","display_name":"Michael Chertok","orcid":"https://orcid.org/0009-0000-7811-7311"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Chertok","raw_affiliation_strings":["Amazon, Tel-Aviv, Israel"],"raw_orcid":"https://orcid.org/0009-0000-7811-7311","affiliations":[{"raw_affiliation_string":"Amazon, Tel-Aviv, Israel","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031057283","display_name":"Yosi Keller","orcid":"https://orcid.org/0000-0002-2876-2790"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yosi Keller","raw_affiliation_strings":["Amazon, Tel-Aviv, Israel"],"raw_orcid":"https://orcid.org/0000-0002-2876-2790","affiliations":[{"raw_affiliation_string":"Amazon, Tel-Aviv, Israel","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5093129644"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3432,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82011761,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"15","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11309","display_name":"Music and Audio Processing","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9991000294685364,"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/T10860","display_name":"Speech and Audio Processing","score":0.9886000156402588,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7512298822402954},{"id":"https://openalex.org/keywords/narrative","display_name":"Narrative","score":0.7292547225952148},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.5608206987380981},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5183842778205872},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.5095463395118713},{"id":"https://openalex.org/keywords/league","display_name":"League","score":0.498807430267334},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.49860453605651855},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.43100711703300476},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4135953485965729},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3558918237686157},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34938663244247437},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.23298212885856628},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1740638017654419},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.09868383407592773}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7512298822402954},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.7292547225952148},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.5608206987380981},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5183842778205872},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.5095463395118713},{"id":"https://openalex.org/C207456731","wikidata":"https://www.wikidata.org/wiki/Q660818","display_name":"League","level":2,"score":0.498807430267334},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.49860453605651855},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.43100711703300476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4135953485965729},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3558918237686157},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34938663244247437},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.23298212885856628},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1740638017654419},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.09868383407592773},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3606038.3616157","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3606038.3616157","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3606038.3616157","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3606038.3616157","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3606038.3616157","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3606038.3616157","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387961570.pdf","grobid_xml":"https://content.openalex.org/works/W4387961570.grobid-xml"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W2559326367","https://openalex.org/W2952218014","https://openalex.org/W2964058413","https://openalex.org/W2964068236","https://openalex.org/W2988673764","https://openalex.org/W3009318172","https://openalex.org/W3015191643","https://openalex.org/W3015199127","https://openalex.org/W3042857426","https://openalex.org/W3094607766","https://openalex.org/W3163652268","https://openalex.org/W3185341429","https://openalex.org/W4213228793","https://openalex.org/W4225302959","https://openalex.org/W4225905067","https://openalex.org/W4287674181","https://openalex.org/W4298276494","https://openalex.org/W4309674289","https://openalex.org/W4311000453","https://openalex.org/W6782465632"],"related_works":["https://openalex.org/W4389016272","https://openalex.org/W2285591800","https://openalex.org/W4321354283","https://openalex.org/W1605020331","https://openalex.org/W2381490189","https://openalex.org/W587904446","https://openalex.org/W3147676070","https://openalex.org/W72114162","https://openalex.org/W2906517758","https://openalex.org/W2379865120"],"abstract_inverted_index":{"Sports":[0],"highlights":[1,38,99],"are":[2],"an":[3,89],"important":[4],"form":[5],"of":[6,28,35,47,55,96,121],"media":[7],"for":[8,60,71,137,186],"fans":[9,188],"worldwide,":[10],"as":[11],"they":[12],"provide":[13,76],"short":[14],"videos":[15],"that":[16,74],"capture":[17],"key":[18],"moments":[19],"from":[20,123,150,173,201],"games,":[21],"often":[22],"accompanied":[23],"by":[24,100,189],"the":[25,29,43,48,53,94,119,124,174],"original":[26,175],"commentaries":[27],"game's":[30],"announcers.":[31],"However,":[32],"traditional":[33],"forms":[34],"presenting":[36],"sports":[37,98,187],"have":[39],"limitations":[40],"in":[41],"conveying":[42],"complexity":[44],"and":[45,66,80,108,133,155,182],"nuance":[46],"game.":[49],"In":[50,84],"recent":[51],"years,":[52],"use":[54],"Large":[56],"Language":[57,159],"Models":[58],"(LLMs)":[59],"natural":[61],"language":[62],"generation":[63],"has":[64],"emerged":[65],"is":[67],"a":[68,77,128,143,157,179,196],"promising":[69],"approach":[70],"generating":[72,102],"narratives":[73,149],"can":[75],"more":[78,180],"compelling":[79],"accessible":[81],"viewing":[82,184],"experience.":[83],"this":[85],"paper,":[86],"we":[87,169],"propose":[88,142],"end-to-end":[90],"solution":[91,113],"to":[92,177],"enhance":[93],"experience":[95,185],"watching":[97],"automatically":[101],"factually":[103],"consistent":[104],"narrations":[105],"using":[106,127],"LLMs":[107],"crowd":[109,171],"noise":[110,172],"extraction.":[111],"Our":[112],"involves":[114],"several":[115],"steps,":[116],"including":[117],"extracting":[118],"source":[120],"information":[122],"live":[125],"broadcast":[126],"transcription":[129],"model,":[130],"prompt":[131],"engineering,":[132],"comparing":[134],"out-of-the-box":[135],"models":[136,194],"consistency":[138],"evaluation.":[139],"We":[140],"also":[141],"new":[144,198],"dataset":[145,199],"annotated":[146],"on":[147,163,195],"generated":[148],"143":[151],"Premier":[152],"League":[153],"plays":[154],"fine-tune":[156],"Natural":[158],"Inference":[160],"(NLI)":[161],"model":[162],"it,":[164],"achieving":[165],"92%":[166],"precision.":[167],"Furthermore,":[168],"extract":[170],"video":[176],"create":[178],"immersive":[181],"realistic":[183],"adapting":[190],"speech":[191],"enhancement":[192],"SOTA":[193],"brand":[197],"created":[200],"155":[202],"Ligue":[203],"1":[204],"games.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}