{"id":"https://openalex.org/W4385470912","doi":"https://doi.org/10.1145/3604951.3605517","title":"Handwritten Text Recognition from Crowdsourced Annotations","display_name":"Handwritten Text Recognition from Crowdsourced Annotations","publication_year":2023,"publication_date":"2023-08-01","ids":{"openalex":"https://openalex.org/W4385470912","doi":"https://doi.org/10.1145/3604951.3605517"},"language":"en","primary_location":{"id":"doi:10.1145/3604951.3605517","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3604951.3605517","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Workshop on Historical Document Imaging and Processing","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/A5078741085","display_name":"Sol\u00e8ne Tarride","orcid":"https://orcid.org/0000-0001-6174-9865"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Sol\u00e8ne Tarride","raw_affiliation_strings":["TEKLIA, France","Teklia - Teklia (Teklia SAS, Paris - France)"],"affiliations":[{"raw_affiliation_string":"TEKLIA, France","institution_ids":[]},{"raw_affiliation_string":"Teklia - Teklia (Teklia SAS, Paris - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085646711","display_name":"Tristan Faine","orcid":"https://orcid.org/0009-0009-9282-9476"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tristan Faine","raw_affiliation_strings":["TEKLIA, France","Teklia - Teklia (Teklia SAS, Paris - France)"],"affiliations":[{"raw_affiliation_string":"TEKLIA, France","institution_ids":[]},{"raw_affiliation_string":"Teklia - Teklia (Teklia SAS, Paris - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051073934","display_name":"M\u00e9lodie Boillet","orcid":"https://orcid.org/0000-0002-0618-7852"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M\u00e9lodie Boillet","raw_affiliation_strings":["TEKLIA, France","Teklia - Teklia (Teklia SAS, Paris - France)"],"affiliations":[{"raw_affiliation_string":"TEKLIA, France","institution_ids":[]},{"raw_affiliation_string":"Teklia - Teklia (Teklia SAS, Paris - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069835426","display_name":"Harold Mouch\u00e8re","orcid":"https://orcid.org/0000-0001-6220-7216"},"institutions":[{"id":"https://openalex.org/I97188460","display_name":"Nantes Universit\u00e9","ror":"https://ror.org/03gnr7b55","country_code":"FR","type":"education","lineage":["https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Harold Mouch\u00e8re","raw_affiliation_strings":["Nantes Universit\u00e9, France"],"affiliations":[{"raw_affiliation_string":"Nantes Universit\u00e9, France","institution_ids":["https://openalex.org/I97188460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024834377","display_name":"Christopher Kermorvant","orcid":"https://orcid.org/0000-0002-7508-4080"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Christopher Kermorvant","raw_affiliation_strings":["TEKLIA, France","Teklia - Teklia (Teklia SAS, Paris - France)"],"affiliations":[{"raw_affiliation_string":"TEKLIA, France","institution_ids":[]},{"raw_affiliation_string":"Teklia - Teklia (Teklia SAS, Paris - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5078741085"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3828,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86209724,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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":0.9980999827384949,"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/T11309","display_name":"Music and Audio Processing","score":0.9973999857902527,"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":0.8222129344940186},{"id":"https://openalex.org/keywords/transcription","display_name":"Transcription (linguistics)","score":0.7453249096870422},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.6379610300064087},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.557834267616272},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5267942547798157},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.52274090051651},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.4842550456523895},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.454026997089386},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44329962134361267},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.39338457584381104},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13101211190223694}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8222129344940186},{"id":"https://openalex.org/C179926584","wikidata":"https://www.wikidata.org/wiki/Q207714","display_name":"Transcription (linguistics)","level":2,"score":0.7453249096870422},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.6379610300064087},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.557834267616272},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5267942547798157},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.52274090051651},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.4842550456523895},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.454026997089386},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44329962134361267},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.39338457584381104},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13101211190223694},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3604951.3605517","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3604951.3605517","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th International Workshop on Historical Document Imaging and Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04264668v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04264668","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"HIP '23: 7th International Workshop on Historical Document Imaging and Processing, Aug 2023, San Jose CA USA, France. pp.1-6, &#x27E8;10.1145/3604951.3605517&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1904457459","https://openalex.org/W2786974559","https://openalex.org/W2950154988","https://openalex.org/W2983464073","https://openalex.org/W3034457456","https://openalex.org/W3042185737","https://openalex.org/W3163273160","https://openalex.org/W4225139517","https://openalex.org/W4225481834","https://openalex.org/W4283276297","https://openalex.org/W4292341621","https://openalex.org/W4312582944","https://openalex.org/W4315884068"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W2028097510","https://openalex.org/W2505877856"],"abstract_inverted_index":{"In":[0,46],"this":[1],"paper,":[2],"we":[3,48],"explore":[4],"different":[5],"ways":[6],"of":[7,52,75,78,110],"training":[8,26,65,95,104,119],"a":[9,31,91,115],"model":[10],"for":[11],"handwritten":[12],"text":[13],"recognition":[14],"when":[15],"multiple":[16,97],"imperfect":[17],"or":[18,37,94],"noisy":[19],"transcriptions":[20,98],"are":[21,61,69,99],"available.":[22],"We":[23],"consider":[24],"various":[25],"configurations,":[27],"such":[28],"as":[29],"selecting":[30,103],"single":[32],"transcription,":[33],"retaining":[34],"all":[35,43],"transcriptions,":[36],"computing":[38,90],"an":[39],"aggregated":[40],"transcription":[41,93],"from":[42,63],"available":[44,131],"annotations.":[45],"addition,":[47],"evaluate":[49],"the":[50,64,76,108,118,125],"impact":[51],"quality-based":[53],"data":[54,120],"selection,":[55],"where":[56],"samples":[57,105],"with":[58],"low":[59],"agreement":[60,111],"removed":[62],"set.":[66],"Our":[67,127],"experiments":[68],"carried":[70],"out":[71],"on":[72,96,107,132],"municipal":[73],"registers":[74],"city":[77],"Belfort":[79],"(France)":[80],"written":[81],"between":[82,112],"1790":[83],"and":[84,121],"1946.":[85],"The":[86],"results":[87],"show":[88],"that":[89],"consensus":[92],"good":[100],"alternatives.":[101],"However,":[102],"based":[106],"degree":[109],"annotators":[113],"introduces":[114],"bias":[116],"in":[117],"does":[122],"not":[123],"improve":[124],"results.":[126],"dataset":[128],"is":[129],"publicly":[130],"Zenodo.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
