{"id":"https://openalex.org/W4405630312","doi":"https://doi.org/10.48550/arxiv.2412.14764","title":"CodeRepoQA: A Large-scale Benchmark for Software Engineering Question Answering","display_name":"CodeRepoQA: A Large-scale Benchmark for Software Engineering Question Answering","publication_year":2024,"publication_date":"2024-12-19","ids":{"openalex":"https://openalex.org/W4405630312","doi":"https://doi.org/10.48550/arxiv.2412.14764"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2412.14764","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.14764","pdf_url":"https://arxiv.org/pdf/2412.14764","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2412.14764","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5104234624","display_name":"Ruida Hu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Hu, Ruida","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045809285","display_name":"Chao Peng","orcid":"https://orcid.org/0000-0002-6814-2676"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peng, Chao","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007957103","display_name":"Jingyi Ren","orcid":"https://orcid.org/0000-0002-9424-4713"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ren, Jingyi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069409781","display_name":"Bo Jiang","orcid":"https://orcid.org/0000-0001-9446-8875"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiang, Bo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009594735","display_name":"Xiangxin Meng","orcid":"https://orcid.org/0000-0001-5630-4810"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Meng, Xiangxin","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100494936","display_name":"Qinyun Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Qinyun","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108149496","display_name":"Pengfei Gao","orcid":"https://orcid.org/0000-0002-1721-4203"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Pengfei","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115695389","display_name":"Xinchen Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Xinchen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5061699251","display_name":"Cuiyun Gao","orcid":"https://orcid.org/0000-0003-4774-2434"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao, Cuiyun","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5104234624"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9711999893188477,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/benchmark","display_name":"Benchmark (surveying)","score":0.8312498331069946},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.7181954383850098},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6125007271766663},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5918110013008118},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4547150135040283},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.38722386956214905},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32908129692077637},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23565217852592468},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09309539198875427},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.07723954319953918}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.8312498331069946},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.7181954383850098},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6125007271766663},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5918110013008118},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4547150135040283},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.38722386956214905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32908129692077637},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23565217852592468},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09309539198875427},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.07723954319953918}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2412.14764","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.14764","pdf_url":"https://arxiv.org/pdf/2412.14764","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2412.14764","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2412.14764","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2412.14764","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.14764","pdf_url":"https://arxiv.org/pdf/2412.14764","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4405630312.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2384605597","https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2387743295","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908"],"abstract_inverted_index":{"In":[0,67],"this":[1,42],"work,":[2],"we":[3,44],"introduce":[4],"CodeRepoQA,":[5],"a":[6,29,71,79],"large-scale":[7],"benchmark":[8,74,136],"specifically":[9],"designed":[10],"for":[11,56],"evaluating":[12],"repository-level":[13],"question-answering":[14,73,117],"capabilities":[15,118],"in":[16,51,116,119],"the":[17,53,120],"field":[18,121],"of":[19,32,37,82,89,122],"software":[20,83,123],"engineering.":[21],"CodeRepoQA":[22,69],"encompasses":[23],"five":[24],"programming":[25],"languages":[26],"and":[27,58,62,105,125],"covers":[28],"wide":[30],"range":[31],"scenarios,":[33,85],"enabling":[34],"comprehensive":[35],"evaluation":[36],"language":[38,100],"models.":[39],"To":[40],"construct":[41],"dataset,":[43],"crawl":[45],"data":[46],"from":[47],"30":[48],"well-known":[49],"repositories":[50],"GitHub,":[52],"largest":[54],"platform":[55],"hosting":[57],"collaborating":[59],"on":[60,102],"code,":[61],"carefully":[63],"filter":[64],"raw":[65],"data.":[66],"total,":[68],"is":[70,137],"multi-turn":[72],"with":[75,86],"585,687":[76],"entries,":[77],"covering":[78],"diverse":[80],"array":[81],"engineering":[84],"an":[87],"average":[88],"6.62":[90],"dialogue":[91],"turns":[92],"per":[93],"entry.":[94],"We":[95,109],"evaluate":[96],"ten":[97],"popular":[98],"large":[99],"models":[101],"our":[103],"dataset":[104],"provide":[106],"in-depth":[107],"analysis.":[108],"find":[110],"that":[111],"LLMs":[112],"still":[113],"have":[114],"limitations":[115],"engineering,":[124],"medium-length":[126],"contexts":[127],"are":[128],"more":[129],"conducive":[130],"to":[131],"LLMs'":[132],"performance.":[133],"The":[134],"entire":[135],"publicly":[138],"available":[139],"at":[140],"https://github.com/kinesiatricssxilm14/CodeRepoQA.":[141]},"counts_by_year":[],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2024-12-21T00:00:00"}