{"id":"https://openalex.org/W4414179199","doi":"https://doi.org/10.1007/978-3-032-04617-8_2","title":"CM1 - A Dataset for\u00a0Evaluating Few-Shot Information Extraction with\u00a0Large Vision Language Models","display_name":"CM1 - A Dataset for\u00a0Evaluating Few-Shot Information Extraction with\u00a0Large Vision Language Models","publication_year":2025,"publication_date":"2025-09-15","ids":{"openalex":"https://openalex.org/W4414179199","doi":"https://doi.org/10.1007/978-3-032-04617-8_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-04617-8_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04617-8_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5005004968","display_name":"Fabian Wolf","orcid":"https://orcid.org/0000-0001-8842-3718"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]},{"id":"https://openalex.org/I283854653","display_name":"Machine Intelligence Research Institute","ror":"https://ror.org/01h4ass90","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I283854653"]}],"countries":["DE","US"],"is_corresponding":true,"raw_author_name":"Fabian Wolf","raw_affiliation_strings":["Department of Computer Science, TU Dortmund University, Dortmund, Germany","LAMARR, Institute for Machine Learning and Artificial Intelligence, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8842-3718","affiliations":[{"raw_affiliation_string":"Department of Computer Science, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"LAMARR, Institute for Machine Learning and Artificial Intelligence, Dortmund, Germany","institution_ids":["https://openalex.org/I283854653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046695777","display_name":"Oliver T\u00fcselmann","orcid":"https://orcid.org/0000-0002-8892-3306"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]},{"id":"https://openalex.org/I283854653","display_name":"Machine Intelligence Research Institute","ror":"https://ror.org/01h4ass90","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I283854653"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Oliver T\u00fcselmann","raw_affiliation_strings":["Department of Computer Science, TU Dortmund University, Dortmund, Germany","LAMARR, Institute for Machine Learning and Artificial Intelligence, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8892-3306","affiliations":[{"raw_affiliation_string":"Department of Computer Science, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"LAMARR, Institute for Machine Learning and Artificial Intelligence, Dortmund, Germany","institution_ids":["https://openalex.org/I283854653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009184002","display_name":"Arthur Matei","orcid":"https://orcid.org/0009-0009-6028-7502"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arthur Matei","raw_affiliation_strings":["Department of Computer Science, TU Dortmund University, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0009-0009-6028-7502","affiliations":[{"raw_affiliation_string":"Department of Computer Science, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114596888","display_name":"Lukas Hennies","orcid":"https://orcid.org/0000-0003-1516-8183"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]},{"id":"https://openalex.org/I4210159638","display_name":"Hochschule Osnabr\u00fcck","ror":"https://ror.org/059vymd37","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210159638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lukas Hennies","raw_affiliation_strings":["Chair of Modern History and Historical Migration Studies, Osnabr\u00fcck University, Osnabr\u00fcck, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1516-8183","affiliations":[{"raw_affiliation_string":"Chair of Modern History and Historical Migration Studies, Osnabr\u00fcck University, Osnabr\u00fcck, Germany","institution_ids":["https://openalex.org/I170658231","https://openalex.org/I4210159638"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063219885","display_name":"Christoph Ra\u00df","orcid":"https://orcid.org/0000-0001-9492-907X"},"institutions":[{"id":"https://openalex.org/I170658231","display_name":"Osnabr\u00fcck University","ror":"https://ror.org/04qmmjx98","country_code":"DE","type":"education","lineage":["https://openalex.org/I170658231"]},{"id":"https://openalex.org/I4210159638","display_name":"Hochschule Osnabr\u00fcck","ror":"https://ror.org/059vymd37","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210159638"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Rass","raw_affiliation_strings":["Chair of Modern History and Historical Migration Studies, Osnabr\u00fcck University, Osnabr\u00fcck, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9492-907X","affiliations":[{"raw_affiliation_string":"Chair of Modern History and Historical Migration Studies, Osnabr\u00fcck University, Osnabr\u00fcck, Germany","institution_ids":["https://openalex.org/I170658231","https://openalex.org/I4210159638"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048407937","display_name":"Gernot A. Fink","orcid":"https://orcid.org/0000-0002-7446-7813"},"institutions":[{"id":"https://openalex.org/I200332995","display_name":"TU Dortmund University","ror":"https://ror.org/01k97gp34","country_code":"DE","type":"education","lineage":["https://openalex.org/I200332995"]},{"id":"https://openalex.org/I283854653","display_name":"Machine Intelligence Research Institute","ror":"https://ror.org/01h4ass90","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I283854653"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Gernot A. Fink","raw_affiliation_strings":["Department of Computer Science, TU Dortmund University, Dortmund, Germany","LAMARR, Institute for Machine Learning and Artificial Intelligence, Dortmund, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7446-7813","affiliations":[{"raw_affiliation_string":"Department of Computer Science, TU Dortmund University, Dortmund, Germany","institution_ids":["https://openalex.org/I200332995"]},{"raw_affiliation_string":"LAMARR, Institute for Machine Learning and Artificial Intelligence, Dortmund, Germany","institution_ids":["https://openalex.org/I283854653"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5005004968"],"corresponding_institution_ids":["https://openalex.org/I200332995","https://openalex.org/I283854653"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.0855,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.94355875,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"23","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9997000098228455,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9876000285148621,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/digitization","display_name":"Digitization","score":0.5961999893188477},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.5519999861717224},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5372999906539917},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5210999846458435},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4918000102043152},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4268999993801117},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4235000014305115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9194999933242798},{"id":"https://openalex.org/C2779308522","wikidata":"https://www.wikidata.org/wiki/Q843958","display_name":"Digitization","level":2,"score":0.5961999893188477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5702000260353088},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.5519999861717224},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5372999906539917},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5210999846458435},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4918000102043152},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4268999993801117},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4235000014305115},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41440001130104065},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4138999879360199},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3865000009536743},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.34209999442100525},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.34150001406669617},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3255999982357025},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.2928999960422516},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2533999979496002}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-04617-8_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-04617-8_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W3034999214","https://openalex.org/W3083876082","https://openalex.org/W3120043490","https://openalex.org/W3138516171","https://openalex.org/W4281665026","https://openalex.org/W4283276297","https://openalex.org/W4312233877","https://openalex.org/W4315884068","https://openalex.org/W4318465586","https://openalex.org/W4320481960","https://openalex.org/W4385990901","https://openalex.org/W4390873312","https://openalex.org/W4403249058","https://openalex.org/W4404356490","https://openalex.org/W4405595839"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
