{"id":"https://openalex.org/W4384642280","doi":"https://doi.org/10.1145/3539618.3591630","title":"A Topic-aware Summarization Framework with Different Modal Side Information","display_name":"A Topic-aware Summarization Framework with Different Modal Side Information","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4384642280","doi":"https://doi.org/10.1145/3539618.3591630"},"language":"en","primary_location":{"id":"doi:10.1145/3539618.3591630","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3539618.3591630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","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/A5042441263","display_name":"Xiuying Chen","orcid":"https://orcid.org/0000-0002-6633-0796"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Xiuying Chen","raw_affiliation_strings":["KAUST, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"KAUST, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100775673","display_name":"Mingzhe Li","orcid":"https://orcid.org/0000-0002-0883-3678"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mingzhe Li","raw_affiliation_strings":["Ant Group, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021862101","display_name":"Shen Gao","orcid":"https://orcid.org/0000-0003-1301-3700"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shen Gao","raw_affiliation_strings":["Shandong university, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Shandong university, Qingdao, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100692493","display_name":"Xin Cheng","orcid":"https://orcid.org/0000-0003-1033-6598"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Cheng","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636291","display_name":"Qiang Yang","orcid":"https://orcid.org/0000-0002-3211-5369"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Qiang Yang","raw_affiliation_strings":["KAUST, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"KAUST, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005163911","display_name":"Qishen Zhang","orcid":"https://orcid.org/0000-0001-9964-6298"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qishen Zhang","raw_affiliation_strings":["Ant Group, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Ant Group, Beijing, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618900","display_name":"Xin Gao","orcid":"https://orcid.org/0000-0002-7108-3574"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Xin Gao","raw_affiliation_strings":["KAUST, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"KAUST, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000755750","display_name":"Xiangliang Zhang","orcid":"https://orcid.org/0000-0002-3574-5665"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiangliang Zhang","raw_affiliation_strings":["University of Notre Dame &amp; KAUST, Notre Dame, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Notre Dame &amp; KAUST, Notre Dame, IL, USA","institution_ids":["https://openalex.org/I107639228"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5042441263"],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":null,"apc_paid":null,"fwci":1.9606,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87674052,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1416","last_page":"1425"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9988999962806702,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9965000152587891,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9304734468460083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8743642568588257},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6455357074737549},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6140012741088867},{"id":"https://openalex.org/keywords/multi-document-summarization","display_name":"Multi-document summarization","score":0.5183097720146179},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.4466373026371002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3742522895336151}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9304734468460083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8743642568588257},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6455357074737549},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6140012741088867},{"id":"https://openalex.org/C134714966","wikidata":"https://www.wikidata.org/wiki/Q6934448","display_name":"Multi-document summarization","level":3,"score":0.5183097720146179},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.4466373026371002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3742522895336151},{"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3539618.3591630","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3539618.3591630","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/693142","is_oa":false,"landing_page_url":"http://hdl.handle.net/10754/693142","pdf_url":null,"source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2038043464","https://openalex.org/W2183341477","https://openalex.org/W2741672218","https://openalex.org/W2890721473","https://openalex.org/W2905279751","https://openalex.org/W2911250003","https://openalex.org/W2911535719","https://openalex.org/W2912379686","https://openalex.org/W2950670227","https://openalex.org/W2951902588","https://openalex.org/W2952576857","https://openalex.org/W2953461088","https://openalex.org/W2962681491","https://openalex.org/W2963109634","https://openalex.org/W2963212250","https://openalex.org/W2963971014","https://openalex.org/W2966789588","https://openalex.org/W2970419734","https://openalex.org/W2971327572","https://openalex.org/W2976672264","https://openalex.org/W2997326549","https://openalex.org/W2997989300","https://openalex.org/W3008733198","https://openalex.org/W3012593603","https://openalex.org/W3034682120","https://openalex.org/W3099636232","https://openalex.org/W3100932507","https://openalex.org/W3101771976","https://openalex.org/W3153965221","https://openalex.org/W3154000428","https://openalex.org/W3155146092","https://openalex.org/W3156597800","https://openalex.org/W3175489610","https://openalex.org/W3175569474","https://openalex.org/W3200681609","https://openalex.org/W3207773588","https://openalex.org/W4205897796","https://openalex.org/W4284683546","https://openalex.org/W4284688083","https://openalex.org/W4284694517","https://openalex.org/W4285212262"],"related_works":["https://openalex.org/W3164984162","https://openalex.org/W2104677027","https://openalex.org/W2902627734","https://openalex.org/W2112885393","https://openalex.org/W2173208124","https://openalex.org/W2568827738","https://openalex.org/W1990695371","https://openalex.org/W2365100044","https://openalex.org/W1943954554","https://openalex.org/W2099859325"],"abstract_inverted_index":{"Automatic":[0],"summarization":[1,73,99,117,263],"plays":[2],"an":[3],"important":[4],"role":[5],"in":[6,113,129,208],"the":[7,12,32,62,65,70,124,134,143,146,151,160,164,187,202,226],"exponential":[8],"document":[9,34,144,188],"growth":[10],"on":[11,256],"Web.":[13],"On":[14],"content":[15],"websites":[16],"such":[17,41],"as":[18,42,55],"CNN.com":[19],"and":[20,38,45,85,133,139,159,189,200],"WikiHow.com,":[21],"there":[22],"often":[23,57],"exist":[24],"various":[25,105,190],"kinds":[26,191],"of":[27,64,69,107,192],"side":[28,83,108,120,125,152,193],"information":[29,48,121,126,156,203,230],"along":[30],"with":[31,119,142],"main":[33,111],"for":[35,52,167],"attention":[36],"attraction":[37],"easier":[39],"understanding,":[40],"videos,":[43],"images,":[44],"queries.":[46],"Such":[47],"can":[49,102,127,154],"be":[50,128],"used":[51],"better":[53,242],"summarization,":[54],"they":[56],"explicitly":[58],"or":[59,81,131,228,260],"implicitly":[60],"mention":[61],"essence":[63],"article.":[66],"However,":[67],"most":[68],"existing":[71],"side-aware":[72],"methods":[74],"are":[75],"designed":[76],"to":[77,89,137,224],"incorporate":[78,104],"either":[79],"single-modal":[80,227,259],"multi-modal":[82,229,261],"information,":[84],"cannot":[86],"effectively":[87],"adapt":[88],"each":[90],"other.":[91],"In":[92],"this":[93],"paper,":[94],"we":[95,174],"propose":[96,176,218],"a":[97,115,177,209,213,219,232],"general":[98],"framework,":[100],"which":[101,181],"flexibly":[103,198],"modalities":[106],"information.":[109,194,246],"The":[110,195],"challenges":[112],"designing":[114],"flexible":[116],"model":[118,135,161,251],"include:":[122],"(1)":[123],"textual":[130],"visualformat,":[132],"needs":[136],"align":[138,225],"unify":[140],"it":[141],"into":[145,231],"same":[147],"semantic":[148,234],"space,":[149,235],"(2)":[150],"inputs":[153,207],"contain":[155],"from":[157,186],"variousaspects,":[158],"should":[162],"recognize":[163],"aspects":[165],"useful":[166],"summarization.":[168],"To":[169],"address":[170],"these":[171],"two":[172],"challenges,":[173],"first":[175],"unified":[178,233],"topic":[179],"encoder,":[180],"jointly":[182],"discovers":[183],"latent":[184],"topics":[185,197],"learned":[196],"bridge":[199],"guide":[201],"flow":[204],"between":[205],"multiple":[206],"graph":[210],"encoder":[211],"through":[212],"topic-aware":[214],"interaction.":[215],"We":[216],"secondly":[217],"triplet":[220],"contrastive":[221],"learning":[222],"mechanism":[223],"where":[236],"thesummary":[237],"quality":[238],"is":[239],"enhanced":[240],"by":[241],"understanding":[243],"thedocument":[244],"andside":[245],"Results":[247],"show":[248],"that":[249],"our":[250],"significantly":[252],"surpasses":[253],"strong":[254],"baselines":[255],"three":[257],"public":[258],"benchmark":[262],"datasets.":[264]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
