{"id":"https://openalex.org/W4398239265","doi":"https://doi.org/10.1145/3639478.3640033","title":"TypeEvalPy: A Micro-benchmarking Framework for Python Type Inference Tools","display_name":"TypeEvalPy: A Micro-benchmarking Framework for Python Type Inference Tools","publication_year":2024,"publication_date":"2024-04-14","ids":{"openalex":"https://openalex.org/W4398239265","doi":"https://doi.org/10.1145/3639478.3640033"},"language":"en","primary_location":{"id":"doi:10.1145/3639478.3640033","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639478.3640033","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639478.3640033","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3639478.3640033","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085226105","display_name":"Ashwin Prasad Shivarpatna Venkatesh","orcid":"https://orcid.org/0000-0001-6724-7962"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ashwin Prasad Shivarpatna Venkatesh","raw_affiliation_strings":["University of Paderborn, Paderborn, Germany"],"raw_orcid":"https://orcid.org/0000-0001-6724-7962","affiliations":[{"raw_affiliation_string":"University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093618395","display_name":"Samkutty Sabu","orcid":"https://orcid.org/0009-0009-8868-3558"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Samkutty Sabu","raw_affiliation_strings":["University of Paderborn, Paderborn, Germany"],"raw_orcid":"https://orcid.org/0009-0009-8868-3558","affiliations":[{"raw_affiliation_string":"University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114444406","display_name":"Jiawei Wang","orcid":"https://orcid.org/0009-0001-7367-823X"},"institutions":[{"id":"https://openalex.org/I56590836","display_name":"Monash University","ror":"https://ror.org/02bfwt286","country_code":"AU","type":"education","lineage":["https://openalex.org/I56590836"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiawei Wang","raw_affiliation_strings":["Monash University, Victoria, Australia"],"raw_orcid":"https://orcid.org/0009-0001-7367-823X","affiliations":[{"raw_affiliation_string":"Monash University, Victoria, Australia","institution_ids":["https://openalex.org/I56590836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023740668","display_name":"Amir M. Mir","orcid":"https://orcid.org/0000-0002-9818-7752"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Amir M. Mir","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-9818-7752","affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106407830","display_name":"Li Li","orcid":"https://orcid.org/0000-0003-2990-1614"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-2990-1614","affiliations":[{"raw_affiliation_string":"Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076678278","display_name":"Eric Bodden","orcid":"https://orcid.org/0000-0003-3470-3647"},"institutions":[{"id":"https://openalex.org/I206945453","display_name":"Paderborn University","ror":"https://ror.org/058kzsd48","country_code":"DE","type":"education","lineage":["https://openalex.org/I206945453"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eric Bodden","raw_affiliation_strings":["University of Paderborn, Paderborn, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3470-3647","affiliations":[{"raw_affiliation_string":"University of Paderborn, Paderborn, Germany","institution_ids":["https://openalex.org/I206945453"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"53"},"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/T10181","display_name":"Natural Language Processing Techniques","score":0.984000027179718,"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/T10028","display_name":"Topic Modeling","score":0.9836999773979187,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.867077648639679},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.8458572626113892},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.8071683645248413},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7587484121322632},{"id":"https://openalex.org/keywords/type-inference","display_name":"Type inference","score":0.7338176965713501},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5200245380401611},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.44411927461624146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3175323009490967}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.867077648639679},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8458572626113892},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.8071683645248413},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7587484121322632},{"id":"https://openalex.org/C198370458","wikidata":"https://www.wikidata.org/wiki/Q586459","display_name":"Type inference","level":3,"score":0.7338176965713501},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5200245380401611},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.44411927461624146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3175323009490967},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3639478.3640033","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639478.3640033","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639478.3640033","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:tudelft.nl:uuid:05ed1af1-0953-4a9e-b6cc-fd9e5a82fad5","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:05ed1af1-0953-4a9e-b6cc-fd9e5a82fad5","pdf_url":"https://repository.tudelft.nl/file/File_971598a4-1906-44dd-92c3-75248823a7e6","source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/474117","is_oa":true,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/474117","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":{"id":"doi:10.1145/3639478.3640033","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3639478.3640033","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3639478.3640033","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 IEEE/ACM 46th International Conference on Software Engineering: Companion Proceedings","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398239265.pdf","grobid_xml":"https://content.openalex.org/works/W4398239265.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W3018033251","https://openalex.org/W3105735055","https://openalex.org/W3161685529","https://openalex.org/W4226136403","https://openalex.org/W4284685949","https://openalex.org/W4284687350","https://openalex.org/W4376606571"],"related_works":["https://openalex.org/W2207495067","https://openalex.org/W1906486629","https://openalex.org/W4297831890","https://openalex.org/W2804371217","https://openalex.org/W2189052291","https://openalex.org/W2067607302","https://openalex.org/W2963764498","https://openalex.org/W4247404391","https://openalex.org/W102335353","https://openalex.org/W2068383718"],"abstract_inverted_index":{"In":[0],"light":[1],"of":[2,24,64,87,110],"the":[3,22,62,85,108],"growing":[4],"interest":[5],"in":[6,107],"type":[7,26,39,49,89,112],"inference":[8,27,40,90],"research":[9,104],"for":[10,37,78,102],"Python,":[11],"both":[12],"researchers":[13],"and":[14,74,95,105],"practitioners":[15],"require":[16],"a":[17,33,71,100],"standardized":[18,72],"process":[19],"to":[20],"assess":[21],"performance":[23,86],"various":[25,56],"techniques.":[28],"This":[29],"paper":[30],"introduces":[31],"TypeEvalPy,":[32],"comprehensive":[34],"micro-benchmarking":[35],"framework":[36,60],"evaluating":[38],"tools.":[41],"TypeEvalPy":[42],"contains":[43],"154":[44],"code":[45],"snippets":[46],"with":[47],"845":[48],"annotations":[50],"across":[51],"18":[52],"categories":[53],"that":[54],"target":[55],"Python":[57,111],"features.":[58],"The":[59],"manages":[61],"execution":[63],"containerized":[65],"tools,":[66,91],"transforms":[67],"inferred":[68],"types":[69],"into":[70],"format,":[73],"produces":[75],"meaningful":[76],"metrics":[77],"assessment.":[79],"Through":[80],"our":[81],"analysis,":[82],"we":[83],"compare":[84],"six":[88],"highlighting":[92],"their":[93],"strengths":[94],"limitations.":[96],"Our":[97],"findings":[98],"provide":[99],"foundation":[101],"further":[103],"optimization":[106],"domain":[109],"inference.":[113]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}