{"id":"https://openalex.org/W4399631916","doi":"https://doi.org/10.1145/3643916.3644403","title":"Compositional API Recommendation for Library-Oriented Code Generation","display_name":"Compositional API Recommendation for Library-Oriented Code Generation","publication_year":2024,"publication_date":"2024-04-15","ids":{"openalex":"https://openalex.org/W4399631916","doi":"https://doi.org/10.1145/3643916.3644403"},"language":"en","primary_location":{"id":"doi:10.1145/3643916.3644403","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643916.3644403","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643916.3644403","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3643916.3644403","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5099117573","display_name":"Zexiong Ma","orcid":"https://orcid.org/0009-0000-2846-7399"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zexiong Ma","raw_affiliation_strings":["Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-2846-7399","affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027673336","display_name":"Shengnan An","orcid":"https://orcid.org/0009-0003-4989-4607"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengnan An","raw_affiliation_strings":["Xi'an Jiaotong University, Xi'an, China"],"raw_orcid":"https://orcid.org/0009-0003-4989-4607","affiliations":[{"raw_affiliation_string":"Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102928967","display_name":"Bing Xie","orcid":"https://orcid.org/0000-0002-2988-2575"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Xie","raw_affiliation_strings":["Peking University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2988-2575","affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061546771","display_name":"Zeqi Lin","orcid":"https://orcid.org/0009-0001-2563-7601"},"institutions":[{"id":"https://openalex.org/I4210113369","display_name":"Microsoft Research Asia (China)","ror":"https://ror.org/0300m5276","country_code":"CN","type":"company","lineage":["https://openalex.org/I1290206253","https://openalex.org/I4210113369"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeqi Lin","raw_affiliation_strings":["Microsoft Research, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0001-2563-7601","affiliations":[{"raw_affiliation_string":"Microsoft Research, Beijing, China","institution_ids":["https://openalex.org/I4210113369"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5099117573"],"corresponding_institution_ids":["https://openalex.org/I20231570"],"apc_list":null,"apc_paid":null,"fwci":11.19,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.98286698,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994000196456909,"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":0.9994000196456909,"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/T10028","display_name":"Topic Modeling","score":0.9975000023841858,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9909999966621399,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8168063163757324},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.579925537109375},{"id":"https://openalex.org/keywords/metadata","display_name":"Metadata","score":0.5667492747306824},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5546558499336243},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.5516265630722046},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5482693910598755},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.48283156752586365},{"id":"https://openalex.org/keywords/code-generation","display_name":"Code generation","score":0.4481750726699829},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.39798274636268616},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.33998364210128784},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2736731767654419},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08468428254127502}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8168063163757324},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.579925537109375},{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.5667492747306824},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5546558499336243},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.5516265630722046},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5482693910598755},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.48283156752586365},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.4481750726699829},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.39798274636268616},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.33998364210128784},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2736731767654419},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08468428254127502},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3643916.3644403","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643916.3644403","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643916.3644403","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2402.19431","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2402.19431","pdf_url":"https://arxiv.org/pdf/2402.19431","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3643916.3644403","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643916.3644403","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643916.3644403","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 32nd IEEE/ACM International Conference on Program Comprehension","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G3001381272","display_name":null,"funder_award_id":"2023YFB4503803","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399631916.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W90447038","https://openalex.org/W151377110","https://openalex.org/W2050372846","https://openalex.org/W2070473038","https://openalex.org/W2097001189","https://openalex.org/W2175297521","https://openalex.org/W2402619042","https://openalex.org/W2406365535","https://openalex.org/W2888017562","https://openalex.org/W2901220009","https://openalex.org/W2964315653","https://openalex.org/W2968388969","https://openalex.org/W3095319910","https://openalex.org/W3104874136","https://openalex.org/W3147574292","https://openalex.org/W4221143046","https://openalex.org/W4223598146","https://openalex.org/W4225108562","https://openalex.org/W4226075195","https://openalex.org/W4284709654","https://openalex.org/W4307009146","https://openalex.org/W4308643032","https://openalex.org/W4312437398","https://openalex.org/W4362659486","https://openalex.org/W4385569968","https://openalex.org/W4388483263"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W2048831961","https://openalex.org/W1606349578"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2],"(LLMs)":[3],"have":[4],"achieved":[5],"exceptional":[6],"performance":[7,13],"in":[8,16,26],"code":[9],"generation.":[10],"However,":[11,59],"the":[12,22,27,48],"remains":[14],"unsatisfactory":[15],"generating":[17],"library-oriented":[18],"code,":[19],"especially":[20],"for":[21],"libraries":[23],"not":[24],"present":[25],"training":[28],"data":[29],"of":[30,68],"LLMs.":[31,58],"Previous":[32],"work":[33],"utilizes":[34],"API":[35,76],"recommendation":[36,77],"technology":[37],"to":[38,47,56],"help":[39],"LLMs":[40],"use":[41],"libraries:":[42],"it":[43],"retrieves":[44],"APIs":[45],"related":[46],"user":[49],"requirements,":[50],"then":[51],"leverages":[52],"them":[53],"as":[54],"context":[55],"prompt":[57],"developmental":[60],"requirements":[61],"can":[62],"be":[63],"coarse-grained,":[64],"requiring":[65],"a":[66,78],"combination":[67],"multiple":[69],"fine-grained":[70],"APIs.":[71],"This":[72],"granularity":[73],"inconsistency":[74],"makes":[75],"challenging":[79],"task.":[80]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
