{"id":"https://openalex.org/W7160558802","doi":"https://doi.org/10.48550/arxiv.2605.04622","title":"Library learning with e-graphs on jazz harmony","display_name":"Library learning with e-graphs on jazz harmony","publication_year":2026,"publication_date":"2026-05-06","ids":{"openalex":"https://openalex.org/W7160558802","doi":"https://doi.org/10.48550/arxiv.2605.04622"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.04622","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.04622","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":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.04622","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135543821","display_name":"Zeng Ren","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ren, Zeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133800443","display_name":"Maddy Bowers","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bowers, Maddy","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076588788","display_name":"Xinyi Guan","orcid":"https://orcid.org/0000-0002-4570-906X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guan, Xinyi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5135620137","display_name":"Martin Rohrmeier","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rohrmeier, Martin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.6172000169754028,"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"}},"topics":[{"id":"https://openalex.org/T11349","display_name":"Music Technology and Sound Studies","score":0.6172000169754028,"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"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.041999999433755875,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.041600000113248825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/jazz","display_name":"Jazz","score":0.6313999891281128},{"id":"https://openalex.org/keywords/musical","display_name":"Musical","score":0.5325999855995178},{"id":"https://openalex.org/keywords/harmony","display_name":"Harmony (color)","score":0.521399974822998},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5196999907493591},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4796999990940094},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4438999891281128},{"id":"https://openalex.org/keywords/harmonic","display_name":"Harmonic","score":0.36910000443458557}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6611999869346619},{"id":"https://openalex.org/C2980749","wikidata":"https://www.wikidata.org/wiki/Q8341","display_name":"Jazz","level":2,"score":0.6313999891281128},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.5325999855995178},{"id":"https://openalex.org/C2776453491","wikidata":"https://www.wikidata.org/wiki/Q5659234","display_name":"Harmony (color)","level":2,"score":0.521399974822998},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5196999907493591},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4796999990940094},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4438999891281128},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43939998745918274},{"id":"https://openalex.org/C127934551","wikidata":"https://www.wikidata.org/wiki/Q1148098","display_name":"Harmonic","level":2,"score":0.36910000443458557},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.36230000853538513},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.34850001335144043},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3416999876499176},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.3379000127315521},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3190000057220459},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.3100000023841858},{"id":"https://openalex.org/C47350684","wikidata":"https://www.wikidata.org/wiki/Q5157306","display_name":"Computational creativity","level":3,"score":0.2831999957561493},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2825999855995178},{"id":"https://openalex.org/C2776539107","wikidata":"https://www.wikidata.org/wiki/Q176501","display_name":"Timbre","level":3,"score":0.2653999924659729}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.04622","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.04622","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":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.04622","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.04622","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":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.79934161901474,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Humans":[0],"can":[1],"acquire":[2],"a":[3,33,48,57,89],"highly":[4],"structured":[5],"intuitive":[6],"understanding":[7],"of":[8,18,39,50,59,62,73,91,104,125,134],"musical":[9,127],"patterns,":[10],"yet":[11],"these":[12],"patterns":[13,42,93],"often":[14],"require":[15],"multiple":[16],"iterations":[17],"reflection":[19],"and":[20,85,94,106,137],"re-listening":[21],"to":[22,68,143],"internalize":[23],"fully.":[24],"To":[25,97],"capture":[26],"such":[27],"an":[28],"internalization":[29],"process,":[30],"we":[31,108],"present":[32],"computational":[34],"model":[35,54,77,122],"for":[36,82],"the":[37,74,100,132],"learning":[38,114,129],"jazz":[40],"harmonic":[41,51,64,92,145],"based":[43],"on":[44,115],"library":[45,90,113],"learning.":[46],"Given":[47],"corpus":[49],"progressions,":[52],"our":[53,121],"searches":[55],"over":[56],"space":[58,103],"programs":[60,81,105,136],"composed":[61],"primitive":[63],"relations":[65],"in":[66],"order":[67],"discover":[69],"concise":[70],"generative":[71],"explanations":[72],"corpus.":[75],"The":[76],"first":[78],"enumerates":[79],"possible":[80],"each":[83],"piece,":[84],"then":[86],"jointly":[87],"learns":[88],"refactored":[95],"programs.":[96],"efficiently":[98],"navigate":[99],"vast":[101],"joint":[102],"libraries,":[107,138],"integrate":[109],"deductive":[110],"parsing":[111],"with":[112],"e-graphs.":[116],"We":[117],"explore":[118],"how":[119],"well":[120,140],"captures":[123],"aspects":[124],"human":[126],"pattern":[128],"by":[130],"evaluating":[131],"intuitiveness":[133],"both":[135],"as":[139,141],"similarities":[142],"human-written":[144],"derivations.":[146]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-08T00:00:00"}