{"id":"https://openalex.org/W4407012792","doi":"https://doi.org/10.48550/arxiv.2501.17887","title":"Docling: An Efficient Open-Source Toolkit for AI-driven Document Conversion","display_name":"Docling: An Efficient Open-Source Toolkit for AI-driven Document Conversion","publication_year":2025,"publication_date":"2025-01-27","ids":{"openalex":"https://openalex.org/W4407012792","doi":"https://doi.org/10.48550/arxiv.2501.17887"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2501.17887","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.17887","pdf_url":"https://arxiv.org/pdf/2501.17887","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2501.17887","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084933934","display_name":"Nikolaos Livathinos","orcid":"https://orcid.org/0000-0001-8513-3491"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Livathinos, Nikolaos","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046722997","display_name":"Christoph Auer","orcid":"https://orcid.org/0000-0001-5761-0422"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Auer, Christoph","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024178356","display_name":"Maksym Lysak","orcid":"https://orcid.org/0000-0002-3723-6960"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lysak, Maksym","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021157455","display_name":"Ahmed Nassar","orcid":"https://orcid.org/0000-0002-9468-0822"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nassar, Ahmed","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038675415","display_name":"Michele Dolfi","orcid":"https://orcid.org/0000-0001-7216-8505"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dolfi, Michele","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107588915","display_name":"Panos Vagenas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vagenas, Panos","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053632900","display_name":"Cesar Berrospi Ramis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ramis, Cesar Berrospi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107628293","display_name":"Matteo Omenetti","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Omenetti, Matteo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022287420","display_name":"Kasper Dinkla","orcid":"https://orcid.org/0000-0003-2092-166X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dinkla, Kasper","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003257064","display_name":"Yusik Kim","orcid":"https://orcid.org/0000-0002-5366-9459"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kim, Yusik","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067485451","display_name":"Shubham Gupta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gupta, Shubham","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114375423","display_name":"R. Teixeira De Lima","orcid":"https://orcid.org/0000-0001-5545-6513"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"de Lima, Rafael Teixeira","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037624425","display_name":"Val\u00e9ry Weber","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Weber, Valery","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005557687","display_name":"Lucas Morin","orcid":"https://orcid.org/0000-0002-5829-5118"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Morin, Lucas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092691984","display_name":"Ingmar Meijer","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meijer, Ingmar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002632637","display_name":"Viktor Kuropiatnyk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kuropiatnyk, Viktor","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5024778597","display_name":"Peter Staar","orcid":"https://orcid.org/0000-0002-8088-0823"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Staar, Peter W. J.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":17,"corresponding_author_ids":["https://openalex.org/A5084933934"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.8223999738693237,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.8223999738693237,"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/open-source","display_name":"Open source","score":0.6807849407196045},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6159350872039795},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35993343591690063},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3540589213371277},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.30944764614105225},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.07749968767166138}],"concepts":[{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6807849407196045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6159350872039795},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35993343591690063},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3540589213371277},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.30944764614105225},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.07749968767166138}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2501.17887","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.17887","pdf_url":"https://arxiv.org/pdf/2501.17887","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2501.17887","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2501.17887","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2501.17887","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.17887","pdf_url":"https://arxiv.org/pdf/2501.17887","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407012792.pdf","grobid_xml":"https://content.openalex.org/works/W4407012792.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],"introduce":[1],"Docling,":[2,135],"an":[3],"easy-to-use,":[4],"self-contained,":[5],"MIT-licensed,":[6],"open-source":[7,101,124],"toolkit":[8],"for":[9,35,112,134],"document":[10,19,80],"conversion,":[11],"that":[12],"can":[13,63],"parse":[14],"several":[15],"types":[16],"of":[17,115,120],"popular":[18,100],"formats":[20],"into":[21],"a":[22,51,59,67,72,109,145],"unified,":[23],"richly":[24],"structured":[25],"representation.":[26],"It":[27],"is":[28,56],"powered":[29],"by":[30],"state-of-the-art":[31],"specialized":[32],"AI":[33],"models":[34],"layout":[36],"analysis":[37],"(DocLayNet)":[38],"and":[39,44,62,78,91,117,132,147],"table":[40],"structure":[41],"recognition":[42],"(TableFormer),":[43],"runs":[45],"efficiently":[46],"on":[47,140],"commodity":[48],"hardware":[49],"in":[50,98,129,142,156,159],"small":[52],"resource":[53],"budget.":[54],"Docling":[55,93],"released":[57],"as":[58,66,71,150],"Python":[60,68],"package":[61],"be":[64],"used":[65],"API":[69],"or":[70],"CLI":[73],"tool.":[74],"Docling's":[75],"modular":[76],"architecture":[77],"efficient":[79],"representation":[81],"make":[82],"it":[83,108],"easy":[84],"to":[85],"implement":[86],"extensions,":[87],"new":[88],"features,":[89],"models,":[90],"customizations.":[92],"has":[94,126],"been":[95],"already":[96],"integrated":[97],"other":[99],"frameworks":[102],"(e.g.,":[103],"LangChain,":[104],"LlamaIndex,":[105],"spaCy),":[106],"making":[107],"natural":[110],"fit":[111],"the":[113,118,151],"processing":[114],"documents":[116],"development":[119],"high-end":[121],"applications.":[122],"The":[123],"community":[125],"fully":[127],"engaged":[128],"using,":[130],"promoting,":[131],"developing":[133],"which":[136],"gathered":[137],"10k":[138],"stars":[139],"GitHub":[141,157],"less":[143],"than":[144],"month":[146],"was":[148],"reported":[149],"No.":[152],"1":[153],"trending":[154],"repository":[155],"worldwide":[158],"November":[160],"2024.":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}
