{"id":"https://openalex.org/W4281769395","doi":"https://doi.org/10.1145/3520312.3534869","title":"Syntax-guided program reduction for understanding neural code intelligence models","display_name":"Syntax-guided program reduction for understanding neural code intelligence models","publication_year":2022,"publication_date":"2022-06-10","ids":{"openalex":"https://openalex.org/W4281769395","doi":"https://doi.org/10.1145/3520312.3534869"},"language":"en","primary_location":{"id":"doi:10.1145/3520312.3534869","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3520312.3534869","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM SIGPLAN International Symposium on Machine Programming","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2205.14374","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016296157","display_name":"Md Rafiqul Islam Rabin","orcid":"https://orcid.org/0000-0001-5575-0528"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Rafiqul Islam Rabin","raw_affiliation_strings":["University of Houston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003061205","display_name":"Aftab Hussain","orcid":"https://orcid.org/0009-0001-7415-9650"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aftab Hussain","raw_affiliation_strings":["University of Houston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston, USA","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090034689","display_name":"Mohammad Amin Alipour","orcid":"https://orcid.org/0000-0002-6479-7202"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Amin Alipour","raw_affiliation_strings":["University of Houston, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Houston, USA","institution_ids":["https://openalex.org/I44461941"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I44461941"],"apc_list":null,"apc_paid":null,"fwci":3.0143,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.9283114,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"70","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9987000226974487,"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":0.9987000226974487,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9984999895095825,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9969000220298767,"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/computer-science","display_name":"Computer science","score":0.8373434543609619},{"id":"https://openalex.org/keywords/syntax","display_name":"Syntax","score":0.7166634202003479},{"id":"https://openalex.org/keywords/abstract-syntax-tree","display_name":"Abstract syntax tree","score":0.7109078764915466},{"id":"https://openalex.org/keywords/abstract-syntax","display_name":"Abstract syntax","score":0.6256322264671326},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6102547645568848},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5712175369262695},{"id":"https://openalex.org/keywords/grammar","display_name":"Grammar","score":0.5583310127258301},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.546825110912323},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49983716011047363},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38947850465774536},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.0750526487827301}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8373434543609619},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.7166634202003479},{"id":"https://openalex.org/C58646249","wikidata":"https://www.wikidata.org/wiki/Q127380","display_name":"Abstract syntax tree","level":3,"score":0.7109078764915466},{"id":"https://openalex.org/C114408938","wikidata":"https://www.wikidata.org/wiki/Q333373","display_name":"Abstract syntax","level":3,"score":0.6256322264671326},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6102547645568848},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5712175369262695},{"id":"https://openalex.org/C26022165","wikidata":"https://www.wikidata.org/wiki/Q8091","display_name":"Grammar","level":2,"score":0.5583310127258301},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.546825110912323},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49983716011047363},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38947850465774536},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0750526487827301},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3520312.3534869","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3520312.3534869","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th ACM SIGPLAN International Symposium on Machine Programming","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2205.14374","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2205.14374","pdf_url":"https://arxiv.org/pdf/2205.14374","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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:2205.14374","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2205.14374","pdf_url":"https://arxiv.org/pdf/2205.14374","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":0.44999998807907104,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W2010608861","https://openalex.org/W2140609933","https://openalex.org/W2170224888","https://openalex.org/W2794859654","https://openalex.org/W2887364112","https://openalex.org/W2899384793","https://openalex.org/W2963935794","https://openalex.org/W2964150020","https://openalex.org/W2979792666","https://openalex.org/W2994865335","https://openalex.org/W2999450509","https://openalex.org/W3101281856","https://openalex.org/W3109966548","https://openalex.org/W3131641316","https://openalex.org/W3168488662","https://openalex.org/W3194069451","https://openalex.org/W3194682511","https://openalex.org/W3194706626","https://openalex.org/W4288080275","https://openalex.org/W6969364643"],"related_works":["https://openalex.org/W2077104824","https://openalex.org/W2536864162","https://openalex.org/W2613250302","https://openalex.org/W2390421503","https://openalex.org/W2387926336","https://openalex.org/W2143166528","https://openalex.org/W2364428493","https://openalex.org/W2773378563","https://openalex.org/W2137850935","https://openalex.org/W4319867150"],"abstract_inverted_index":{"Neural":[0],"code":[1],"intelligence":[2],"(CI)":[3],"models":[4],"are":[5],"opaque":[6],"black-boxes":[7],"and":[8,29,65],"offer":[9],"little":[10],"insight":[11],"on":[12],"the":[13,50,55,69,72],"features":[14,48],"they":[15],"use":[16],"in":[17,26,34,49],"making":[18],"predictions.":[19],"This":[20],"opacity":[21],"may":[22],"lead":[23],"to":[24,45,53],"distrust":[25],"their":[27,31],"prediction":[28],"hamper":[30],"wider":[32],"adoption":[33],"safety-critical":[35],"applications.":[36],"Recently,":[37],"input":[38,51],"program":[39],"reduction":[40],"techniques":[41],"have":[42],"been":[43],"proposed":[44],"identify":[46],"key":[47],"programs":[52],"improve":[54],"transparency":[56],"of":[57,71],"CI":[58],"models.":[59],"However,":[60],"this":[61],"approach":[62],"is":[63],"syntax-unaware":[64],"does":[66],"not":[67],"consider":[68],"grammar":[70],"programming":[73],"language.":[74]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2022-06-13T00:00:00"}