{"id":"https://openalex.org/W4396786234","doi":"https://doi.org/10.1145/3660811","title":"Are Human Rules Necessary? Generating Reusable APIs with CoT Reasoning and In-Context Learning","display_name":"Are Human Rules Necessary? Generating Reusable APIs with CoT Reasoning and In-Context Learning","publication_year":2024,"publication_date":"2024-07-12","ids":{"openalex":"https://openalex.org/W4396786234","doi":"https://doi.org/10.1145/3660811"},"language":"en","primary_location":{"id":"doi:10.1145/3660811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3660811","pdf_url":null,"source":{"id":"https://openalex.org/S4404663975","display_name":"Proceedings of the ACM on software engineering.","issn_l":"2994-970X","issn":["2994-970X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2405.03509","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081701112","display_name":"Yubo Mai","orcid":"https://orcid.org/0009-0003-8200-1997"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yubo Mai","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-8200-1997","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004907832","display_name":"Zhipeng Gao","orcid":"https://orcid.org/0000-0003-3030-9917"},"institutions":[{"id":"https://openalex.org/I4210111959","display_name":"Shanghai Advanced Research Institute","ror":"https://ror.org/02br7py06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210111959"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Gao","raw_affiliation_strings":["Shanghai Institute for Advanced Study of Zhejiang University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-3030-9917","affiliations":[{"raw_affiliation_string":"Shanghai Institute for Advanced Study of Zhejiang University, Shanghai, China","institution_ids":["https://openalex.org/I4210111959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047688641","display_name":"Xing Hu","orcid":"https://orcid.org/0000-0003-0093-3292"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Hu","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0093-3292","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007075465","display_name":"Lingfeng Bao","orcid":"https://orcid.org/0000-0003-1846-0921"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingfeng Bao","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1846-0921","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100310421","display_name":"Yu Liu","orcid":"https://orcid.org/0009-0001-8163-689X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Liu","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-8163-689X","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100428993","display_name":"Jianling Sun","orcid":"https://orcid.org/0000-0001-8799-6020"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JianLing Sun","raw_affiliation_strings":["Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8799-6020","affiliations":[{"raw_affiliation_string":"Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1979,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.92698225,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"1","issue":"FSE","first_page":"2355","last_page":"2377"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9945999979972839,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9790999889373779,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7873985767364502},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.5815980434417725},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.5551368594169617},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.5379363298416138},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.47133636474609375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4608895182609558},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4496038556098938},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.43026983737945557},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3721628785133362},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3649137020111084}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7873985767364502},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.5815980434417725},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.5551368594169617},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.5379363298416138},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.47133636474609375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4608895182609558},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4496038556098938},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.43026983737945557},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3721628785133362},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3649137020111084},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3660811","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3660811","pdf_url":null,"source":{"id":"https://openalex.org/S4404663975","display_name":"Proceedings of the ACM on software engineering.","issn_l":"2994-970X","issn":["2994-970X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2405.03509","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.03509","pdf_url":"https://arxiv.org/pdf/2405.03509","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":"pmh:oai:arXiv.org:2405.03509","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.03509","pdf_url":"https://arxiv.org/pdf/2405.03509","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"},"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1018430485","display_name":null,"funder_award_id":"62202341","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1851735789","display_name":null,"funder_award_id":"No. 62202341, No.62372398, No.72342025, and U20A20173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1862249788","display_name":null,"funder_award_id":"No. 2021YFB2701102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G2616091977","display_name":null,"funder_award_id":"SN-ZJU-SIAS-001","funder_id":"https://openalex.org/F4320322927","funder_display_name":"Zhejiang University"},{"id":"https://openalex.org/G3677363418","display_name":null,"funder_award_id":"No. 226-2022-00064","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4503347791","display_name":null,"funder_award_id":"2023J292","funder_id":"https://openalex.org/F4320332587","funder_display_name":"Natural Science Foundation of Ningbo"},{"id":"https://openalex.org/G5151241140","display_name":null,"funder_award_id":"U20A20173","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7058333884","display_name":null,"funder_award_id":"No. 2023J292","funder_id":"https://openalex.org/F4320332587","funder_display_name":"Natural Science Foundation of Ningbo"},{"id":"https://openalex.org/G7665714319","display_name":null,"funder_award_id":"2021YFB2701102","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G7740246774","display_name":null,"funder_award_id":"226-2022-00064","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7777819896","display_name":null,"funder_award_id":"-2022","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"},{"id":"https://openalex.org/F4320332587","display_name":"Natural Science Foundation of Ningbo","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396786234.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2014755981","https://openalex.org/W2051204868","https://openalex.org/W2118655104","https://openalex.org/W2152874840","https://openalex.org/W2164777277","https://openalex.org/W2402619042","https://openalex.org/W2463123136","https://openalex.org/W2888017562","https://openalex.org/W2913273467","https://openalex.org/W2923271003","https://openalex.org/W3027616835","https://openalex.org/W3037862795","https://openalex.org/W3090867931","https://openalex.org/W3105247453","https://openalex.org/W3144263487","https://openalex.org/W3185341429","https://openalex.org/W3194417659","https://openalex.org/W3198685994","https://openalex.org/W4205596332","https://openalex.org/W4210788642","https://openalex.org/W4221143046","https://openalex.org/W4226278401","https://openalex.org/W4237993802","https://openalex.org/W4255089469","https://openalex.org/W4284709654","https://openalex.org/W4286494280","https://openalex.org/W4302039922","https://openalex.org/W4311165836","https://openalex.org/W4384211336","https://openalex.org/W4388505012","https://openalex.org/W4389519007","https://openalex.org/W4391558516","https://openalex.org/W4399557965","https://openalex.org/W6958639298"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W2035068594","https://openalex.org/W4225593417","https://openalex.org/W2573498121","https://openalex.org/W3022298670","https://openalex.org/W2207495067","https://openalex.org/W1906486629"],"abstract_inverted_index":{"Nowadays,":[0],"more":[1,3,407],"and":[2,49,53,61,132,181,193,195,203,270,304,319,333,361,377,404],"developers":[4,405],"resort":[5],"to":[6,37,42,136,177,218,248,293,343,366,409,430],"Stack":[7,29,68,82,253],"Overflow":[8,69,83,254],"for":[9,184,211,232,252,297],"solutions":[10,27],"(e.g.,":[11],"code":[12,32,70,79,255,299],"snippets)":[13],"when":[14],"they":[15,213],"encounter":[16],"technical":[17],"problems.":[18],"Although":[19],"domain":[20],"experts":[21],"provide":[22],"huge":[23],"amounts":[24],"of":[25,67,106,116,125,175,227,419,444],"valuable":[26],"in":[28,81,138,237,339,356,394,422],"Overflow,":[30],"these":[31,207],"snippets":[33],"are":[34,130,134,190,209,406],"often":[35],"difficult":[36,135],"reuse":[38,66],"directly.":[39],"Developers":[40],"have":[41],"digest":[43],"the":[44,54,65,143,157,196,224,288,326,330,370,401,417,431,442],"information":[45],"within":[46],"relevant":[47],"posts":[48],"make":[50],"necessary":[51],"modifications,":[52],"whole":[55],"solution-seeking":[56],"process":[57,200],"can":[58,154,161,214,271,324],"be":[59,163,216,272],"time-consuming":[60],"tedious.":[62],"To":[63,301],"facilitate":[64],"snippets,":[71],"Terragni":[72],"et":[73],"al.":[74],"first":[75],"explored":[76],"transforming":[77],"a":[78,85,98,173,242,340,344,353,435],"snippet":[80],"into":[84],"well-formed":[86,295],"method":[87,144,358,397],"API":[88],"(":[89],"A":[90],"pplication":[91],"P":[92],"rogram":[93],"I":[94],"nterface)":[95],"by":[96,128,147,223,337,375,413],"using":[97],"rule-based":[99],"approach,":[100,244,373,415],"named":[101,245],"APIzator.":[102],"The":[103,169],"reported":[104],"performance":[105,393,437],"their":[107,117],"approach":[108],"is":[109,141,201],"promising,":[110],"however,":[111],"after":[112],"our":[113,384,414,420,428,445],"in-depth":[114],"analysis":[115],"experiment":[118],"results,":[119],"we":[120,240,309,425],"find":[121],"that":[122,349,388],"(1)":[123],"92.5%":[124],"APIs":[126,296,411],"generated":[127,146,412],"APIzator":[129,148],"pointless":[131],"thus":[133],"use":[137,410],"practice.":[139,423],"This":[140],"because":[142],"name":[145],"(extracting":[149],"verb":[150],"+":[151],"object":[152],")":[153],"rarely":[155],"represent":[156],"method\u2019s":[158],"functionality,":[159],"which":[160,323,440],"hardly":[162,215],"claimed":[164],"as":[165],"meaningful/reusable":[166],"APIs.":[167],"(2)":[168],"authors":[170],"manually":[171],"summarized":[172],"number":[174],"rules":[176,189,208,269],"identify":[178],"parameter":[179],"variables":[180],"return":[182,362],"statements":[183,363],"Java":[185],"methods.":[186],"These":[187],"hand-crafted":[188],"extremely":[191],"complex":[192,234],"sophisticated,":[194],"manual":[197,267],"rule":[198],"design":[199],"labor-intensive":[202],"error-prone.":[204],"Moreover,":[205,380],"since":[206],"designed":[210],"Java,":[212,439],"extended":[217],"other":[219,281],"programming":[220],"languages.":[221],"Inspired":[222],"great":[225],"potential":[226],"Large":[228],"Language":[229],"Models":[230],"(LLMs)":[231],"solving":[233],"coding":[235],"tasks,":[236],"this":[238],"paper,":[239],"propose":[241],"novel":[243],"Code":[246,257,285,350,389],"2API,":[247],"automatically":[249],"perform":[250],"APIzation":[251,331],"snippets.":[256,300],"2API":[258,286,351,390],"does":[259],"not":[260],"require":[261],"additional":[262],"model":[263],"training":[264],"or":[265],"any":[266],"crafting":[268],"easily":[273],"deployed":[274],"on":[275,280],"personal":[276],"computers":[277],"without":[278],"relying":[279],"external":[282],"tools.":[283],"Specifically,":[284],"guides":[287],"LLMs":[289,327],"through":[290],"well-designed":[291],"prompts":[292],"generate":[294],"given":[298],"elicit":[302],"knowledge":[303],"logical":[305],"reasoning":[306,318],"from":[307],"LLMs,":[308],"used":[310],"c":[311],"hain-":[312],"o":[313],"f-":[314],"t":[315],"hought":[316],"(CoT)":[317],"few-shot":[320],"in-context":[321],"learning,":[322],"help":[325],"fully":[328],"understand":[329],"task":[332],"solve":[334],"it":[335],"step":[336,338],"manner":[341],"similar":[342],"developer.":[345],"Our":[346],"evaluations":[347],"show":[348],"achieves":[352],"remarkable":[354],"accuracy":[355],"identifying":[357],"parameters":[359],"(65%)":[360],"(66%)":[364],"equivalent":[365],"human-generated":[367],"ones,":[368],"surpassing":[369,400],"current":[371],"state-of-the-art":[372],"APIzator,":[374,383],"15.0%":[376],"16.5%":[378],"respectively.":[379],"compared":[381],"with":[382,438],"user":[385],"study":[386],"demonstrates":[387],"exhibits":[391],"superior":[392],"generating":[395],"meaningful":[396],"names,":[398],"even":[399],"human-level":[402],"performance,":[403],"willing":[408],"highlighting":[416],"applicability":[418],"tool":[421],"Finally,":[424],"successfully":[426],"extend":[427],"framework":[429],"Python":[432],"dataset,":[433],"achieving":[434],"comparable":[436],"verifies":[441],"generalizability":[443],"tool.":[446]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2024-05-10T00:00:00"}
