{"id":"https://openalex.org/W4413756808","doi":"https://doi.org/10.1145/3704268.3748679","title":"The Di2Win Document Intelligence Platform","display_name":"The Di2Win Document Intelligence Platform","publication_year":2025,"publication_date":"2025-08-27","ids":{"openalex":"https://openalex.org/W4413756808","doi":"https://doi.org/10.1145/3704268.3748679"},"language":"en","primary_location":{"id":"doi:10.1145/3704268.3748679","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3704268.3748679","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3704268.3748679","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Symposium on Document Engineering","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3704268.3748679","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110282068","display_name":"Afonso Ferreira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123235","display_name":"Centro de Estudos e Sistemas Avan\u00e7ados do Recife","ror":"https://ror.org/02t7xfd51","country_code":"BR","type":"other","lineage":["https://openalex.org/I4210123235"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Afonso Ferreira","raw_affiliation_strings":["Di2Win, Recife, PE, Brazil"],"raw_orcid":"https://orcid.org/0009-0000-8458-7774","affiliations":[{"raw_affiliation_string":"Di2Win, Recife, PE, Brazil","institution_ids":["https://openalex.org/I4210123235"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086345001","display_name":"Cleber Zanchettin","orcid":"https://orcid.org/0000-0001-6421-9747"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Cleber Zanchettin","raw_affiliation_strings":["Federal University of Pernambuco, Recife, PE, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6421-9747","affiliations":[{"raw_affiliation_string":"Federal University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042702158","display_name":"R\u00f4mulo C\u00e9sar Dias de Andrade","orcid":"https://orcid.org/0000-0002-0561-7507"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Romulo Andrade","raw_affiliation_strings":["University of Pernambuco, Recife, PE, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-0561-7507","affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049490188","display_name":"Byron Leite Dantas Bezerra","orcid":"https://orcid.org/0000-0002-8327-9734"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Byron Leite Dantas Bezerra","raw_affiliation_strings":["University of Pernambuco, Recife, PE, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8327-9734","affiliations":[{"raw_affiliation_string":"University of Pernambuco, Recife, PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.181099995970726,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.181099995970726,"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/computer-science","display_name":"Computer science","score":0.7166260480880737}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7166260480880737}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3704268.3748679","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3704268.3748679","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3704268.3748679","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Symposium on Document Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3704268.3748679","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3704268.3748679","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3704268.3748679","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 ACM Symposium on Document Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413756808.pdf","grobid_xml":"https://content.openalex.org/works/W4413756808.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"We":[0],"present":[1],"the":[2,114,156,160,172,187,198,211,220,244,272],"Di2Win":[3,221],"Document":[4],"Intelligence":[5],"Platform":[6],"(DIP).":[7],"This":[8,170,190],"modular":[9],"AI-driven":[10],"pipeline":[11],"transforms":[12],"raw":[13],"document":[14,60],"images":[15],"---":[16,23],"captured":[17],"by":[18,122,180,234,239],"scanners":[19],"or":[20,89,142],"mobile":[21],"phones":[22],"into":[24,186],"structured":[25],"data":[26],"and":[27,51,117,159,218,236,261,264],"business":[28,115],"actions":[29],"in":[30,215],"a":[31,44,63,81,92,105,123,130,151,182],"single":[32],"pass.":[33],"The":[34],"system":[35],"comprises":[36],"five":[37],"loosely-coupled":[38],"micro-services:":[39],"(1)":[40],"image-quality":[41],"verification":[42],"using":[43],"contrast-invariant":[45],"model":[46,65,84],"that":[47,136],"flags":[48],"blur,":[49],"skew,":[50],"illumination":[52],"issues":[53],"above":[54],"100":[55],"ms":[56],"per":[57],"page;":[58],"(2)":[59],"classification":[61],"via":[62],"Transformer-base":[64],"with":[66,72,100,167,268],"layout":[67],"embeddings,":[68],"delivering":[69],"top-k":[70],"types":[71],"calibrated":[73],"confidence;":[74],"(3)":[75],"information":[76,157],"extraction":[77],"through":[78,150],"i)":[79],"Dilbert,":[80],"multimodal":[82],"Token-Layout-Language":[83],"fine-tuned":[85,99],"on":[86],"weakly-labeled":[87],"forms":[88],"ii)":[90],"Delfos,":[91],"Large":[93],"Language":[94],"Model":[95,126],"Mixture":[96],"of":[97,174],"Experts":[98],"well-defined":[101],"prompts;":[102],"(4)":[103],"DataDrift,":[104],"powerful":[106],"rules":[107],"engine":[108,135,208],"to":[109,139,154,165,196,204,210,247,255,271],"avoid":[110],"inconsistent":[111],"outputs":[112],"concerning":[113],"process;":[116],"(5)":[118],"process":[119],"automation":[120],"orchestrated":[121,149],"Business":[124],"Process":[125,132],"Notation":[127],"(BPMN)":[128],"plus":[129],"Robot":[131],"Automation":[133],"(RPA)":[134],"routes":[137],"results":[138],"databases,":[140],"APIs,":[141],"human-review":[143],"queues.":[144],"All":[145],"AI":[146,207],"components":[147],"are":[148],"messaging":[152,188,212],"service":[153],"control":[155],"flow,":[158],"application":[161,199],"exposes":[162],"REST/gRPC":[163],"endpoints":[164],"communicate":[166],"outside":[168],"consumers.":[169],"enables":[171],"hot-swapping":[173],"models":[175],"without":[176],"downstream":[177],"code":[178],"changes":[179],"plugging":[181],"new":[183,206],"message":[184],"consumer":[185],"system.":[189,213],"also":[191],"provides":[192],"horizontal":[193],"scalability":[194],"since":[195],"increase":[197],"throughput,":[200],"we":[201],"only":[202],"need":[203],"add":[205],"consumers":[209],"Deployed":[214],"banking,":[216],"insurance,":[217],"healthcare,":[219],"DIP":[222],"has":[223],"processed":[224],"more":[225],"than":[226],"30":[227],"million":[228],"pages,":[229],"reducing":[230],"average":[231],"handling":[232],"time":[233],"79%":[235],"re-keying":[237],"errors":[238],"86":[240],"%,":[241],"speeding":[242],"up":[243,246],"workflows":[245],"ten":[248],"times.":[249],"Our":[250],"DocEng":[251],"demonstration":[252],"allows":[253],"attendees":[254],"upload":[256],"documents,":[257],"observe":[258],"live":[259],"quality":[260],"confidence":[262],"dashboards,":[263],"edit":[265],"extracted":[266],"fields":[267],"immediate":[269],"feedback":[270],"active-learning":[273],"loop.":[274]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
