{"id":"https://openalex.org/W7115003894","doi":"https://doi.org/10.5281/zenodo.17198749","title":"Dataset and Model Artifacts for \"From Execution to Embedding: Enriching Code Representations with Data Difference Signals for Comment Generation\"","display_name":"Dataset and Model Artifacts for \"From Execution to Embedding: Enriching Code Representations with Data Difference Signals for Comment Generation\"","publication_year":2025,"publication_date":"2025-09-25","ids":{"openalex":"https://openalex.org/W7115003894","doi":"https://doi.org/10.5281/zenodo.17198749"},"language":null,"primary_location":{"id":"doi:10.5281/zenodo.17198749","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17198749","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.17198749","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Fantino, Giacomo","orcid":"https://orcid.org/0009-0009-5808-604X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fantino, Giacomo","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":"https://orcid.org/0009-0009-5808-604X","affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vetr\u00f2, Antonio","orcid":"https://orcid.org/0000-0003-2027-3308"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]},{"id":"https://openalex.org/I4210143053","display_name":"Office of Legacy Management","ror":"https://ror.org/03jf3w726","country_code":"US","type":"government","lineage":["https://openalex.org/I1330989302","https://openalex.org/I4210143053"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE","IT","US"],"is_corresponding":false,"raw_author_name":"Vetr\u00f2, Antonio","raw_affiliation_strings":["Politecnico di Torino","Future Urban Legacy Lab","Nexa Center for Internet and Society , Politecnico di Torino","Technical University of Munich"],"raw_orcid":"https://orcid.org/0000-0003-2027-3308","affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Future Urban Legacy Lab","institution_ids":["https://openalex.org/I4210143053"]},{"raw_affiliation_string":"Nexa Center for Internet and Society , Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]},{"raw_affiliation_string":"Technical University of Munich","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Torchiano, Marco","orcid":"https://orcid.org/0000-0001-5328-368X"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Torchiano, Marco","raw_affiliation_strings":["Politecnico di Torino Dipartimento di Automatica e Informatica"],"raw_orcid":"https://orcid.org/0000-0001-5328-368X","affiliations":[{"raw_affiliation_string":"Politecnico di Torino Dipartimento di Automatica e Informatica","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":null,"display_name":"Cappelluti, Federica","orcid":"https://orcid.org/0000-0003-4485-9055"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Politecnico di Torino","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cappelluti, Federica","raw_affiliation_strings":["Politecnico di Torino"],"raw_orcid":"https://orcid.org/0000-0003-4485-9055","affiliations":[{"raw_affiliation_string":"Politecnico di Torino","institution_ids":["https://openalex.org/I177477856"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"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":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.7390000224113464},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7384999990463257},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6498000025749207},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.555400013923645},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5523999929428101},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.5501000285148621},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4453999996185303},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.376800000667572}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7871999740600586},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.7390000224113464},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7384999990463257},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6498000025749207},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.555400013923645},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5523999929428101},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.5501000285148621},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4514000117778778},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4453999996185303},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40720000863075256},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.376800000667572},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31619998812675476},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.29429998993873596},{"id":"https://openalex.org/C2988963302","wikidata":"https://www.wikidata.org/wiki/Q629206","display_name":"Program code","level":2,"score":0.29249998927116394},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.29010000824928284},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.2879999876022339},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.27619999647140503},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.27619999647140503},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.273499995470047},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.26840001344680786},{"id":"https://openalex.org/C3018023364","wikidata":"https://www.wikidata.org/wiki/Q425265","display_name":"Significant difference","level":2,"score":0.26409998536109924},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.25920000672340393},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.25850000977516174},{"id":"https://openalex.org/C2781170535","wikidata":"https://www.wikidata.org/wiki/Q30587856","display_name":"Noisy data","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.17198749","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17198749","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.17198749","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.17198749","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"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":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0],"Zenodo":[1,111],"record":[2],"contains":[3],"the":[4,10,15,81,105],"dataset,":[5],"trained":[6],"model":[7,76],"checkpoints,":[8],"and":[9,23,74,89,101],"data-collection":[11],"pipeline":[12],"associated":[13],"with":[14,34,70],"paper:":[16],"Giacomo":[17],"Fantino,":[18],"Antonio":[19],"Vetr\u00f2,":[20],"Marco":[21],"Torchiano,":[22],"Federica":[24],"Cappelluti.":[25],"2026.":[26],"From":[27],"Execution":[28],"to":[29,79,103],"Embedding:":[30],"Enriching":[31],"Code":[32],"Representations":[33],"Data":[35],"Difference":[36],"Signals":[37],"for":[38],"Comment":[39],"Generation.":[40],"In":[41],"2026":[42],"IEEE/ACM":[43],"48th":[44],"International":[45],"Conference":[46],"on":[47,110],"Software":[48],"Engineering":[49],"(ICSE-NIER":[50],"\u201926),":[51],"April":[52],"12\u201318,":[53],"2026,":[54],"Rio":[55],"de":[56],"Janeiro,":[57],"Brazil.":[58],"https://doi.org/10.1145/3786582.3786826":[59],"Contents":[60],"of":[61,65],"this":[62],"repository:-":[63],"Dataset":[64],"executed":[66],"Python":[67],"notebook":[68],"cells":[69],"data-difference":[71],"annotations-":[72],"Pretrained":[73],"fine-tuned":[75],"checkpoints-":[77],"Pipeline":[78],"reproduce":[80,104],"data":[82],"collection":[83],"process":[84],"Source":[85],"code,":[86],"training":[87],"scripts,":[88],"full":[90],"usage":[91],"instructions":[92,102],"are":[93],"available":[94,109],"at:https://github.com/giacomofantino/execution-to-embedding":[95],"Artifact":[96],"package:The":[97],"replicability":[98],"artifact":[99],"(scripts":[100],"paper\u2019s":[106],"results)":[107],"is":[108],"at:":[112],"https://zenodo.org/records/18233481":[113]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-12-13T00:00:00"}