{"id":"https://openalex.org/W7164340872","doi":"https://doi.org/10.48550/arxiv.2606.12295","title":"Findings of the MAGMaR 2026 Shared Task","display_name":"Findings of the MAGMaR 2026 Shared Task","publication_year":2026,"publication_date":"2026-06-10","ids":{"openalex":"https://openalex.org/W7164340872","doi":"https://doi.org/10.48550/arxiv.2606.12295"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.12295","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.12295","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.12295","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5138471787","display_name":"Alexander Martin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Martin, Alexander","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126802302","display_name":"Dengjia Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Dengjia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041227417","display_name":"Joel Brogan","orcid":"https://orcid.org/0000-0002-2069-7699"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brogan, Joel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138426736","display_name":"Francis Ferraro","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ferraro, Francis","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138470145","display_name":"Jeremy Gwinnup","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gwinnup, Jeremy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082462234","display_name":"Reno Kriz","orcid":"https://orcid.org/0000-0002-0239-9989"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kriz, Reno","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138416142","display_name":"Teng Long","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Long, Teng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138138358","display_name":"Kenton Murray","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Murray, Kenton","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5124002096","display_name":"Andrew Yates","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yates, Andrew","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5138401435","display_name":"Xiang Xiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiang, Xiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.8603000044822693,"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":0.8603000044822693,"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":0.059300001710653305,"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/T12031","display_name":"Speech and dialogue systems","score":0.03449999913573265,"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/task","display_name":"Task (project management)","score":0.7089999914169312},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.42660000920295715},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4172999858856201},{"id":"https://openalex.org/keywords/conjunction","display_name":"Conjunction (astronomy)","score":0.24169999361038208}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7089999914169312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6499999761581421},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4551999866962433},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.42660000920295715},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4172999858856201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35409998893737793},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.31130000948905945},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.303600013256073},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.2556000053882599},{"id":"https://openalex.org/C59656382","wikidata":"https://www.wikidata.org/wiki/Q191536","display_name":"Conjunction (astronomy)","level":2,"score":0.24169999361038208}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.12295","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.12295","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.12295","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.12295","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"overview":[1],"paper":[2],"presents":[3],"the":[4,7,11,51,75,83,104],"results":[5],"of":[6,39,63,68,77],"shared":[8,24,80],"task":[9,25],"for":[10],"second":[12],"workshop":[13],"on":[14,30],"Multimodal":[15,19],"Augmented":[16],"Generation":[17],"via":[18],"Retrieval":[20],"(MAGMaR).":[21],"In":[22],"this":[23],"participants":[26],"submitted":[27,60],"systems":[28,65],"focused":[29],"either":[31,48],"(i)":[32],"video":[33],"retrieval":[34,52],"or":[35],"(ii)":[36],"grounded":[37],"generation":[38,84],"articles":[40],"given":[41],"retrieved":[42],"videos.":[43],"Teams":[44],"could":[45],"submit":[46,90],"to":[47],"task.":[49,81],"For":[50],"task,":[53],"we":[54,86],"had":[55,87,95],"2":[56],"participating":[57],"teams":[58,89,94],"that":[59,101],"a":[61,71,107],"total":[62],"17":[64],"--":[66],"all":[67],"which":[69],"beat":[70],"baseline":[72],"derived":[73],"from":[74],"winner":[76],"last":[78],"year's":[79],"On":[82],"side,":[85],"4":[88],"16":[91],"systems.":[92],"All":[93],"at":[96],"least":[97],"one":[98],"generated":[99],"report":[100],"was":[102],"labeled":[103],"best":[105],"by":[106],"human":[108],"annotator.":[109]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-12T00:00:00"}
