{"id":"https://openalex.org/W3033889389","doi":"https://doi.org/10.1145/3385412.3385988","title":"Multi-modal synthesis of regular expressions","display_name":"Multi-modal synthesis of regular expressions","publication_year":2020,"publication_date":"2020-06-07","ids":{"openalex":"https://openalex.org/W3033889389","doi":"https://doi.org/10.1145/3385412.3385988","mag":"3033889389"},"language":"en","primary_location":{"id":"doi:10.1145/3385412.3385988","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3385412.3385988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080099797","display_name":"Qiaochu Chen","orcid":"https://orcid.org/0000-0002-7384-7574"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiaochu Chen","raw_affiliation_strings":["University of Texas at Austin, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100352782","display_name":"Xinyu Wang","orcid":"https://orcid.org/0000-0002-1836-0202"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyu Wang","raw_affiliation_strings":["University of Michigan at Ann Arbor, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan at Ann Arbor, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355602","display_name":"Xi Ye","orcid":"https://orcid.org/0000-0003-0331-7946"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xi Ye","raw_affiliation_strings":["University of Texas at Austin, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015133105","display_name":"Greg Durrett","orcid":"https://orcid.org/0000-0002-7061-7298"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg Durrett","raw_affiliation_strings":["University of Texas at Austin, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006424908","display_name":"I\u015f\u0131l Dillig","orcid":"https://orcid.org/0000-0001-8006-1230"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Isil Dillig","raw_affiliation_strings":["University of Texas at Austin, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas at Austin, USA","institution_ids":["https://openalex.org/I86519309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":12.4976,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.99160204,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"487","last_page":"502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9984999895095825,"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":0.9984999895095825,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9984999895095825,"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9979000091552734,"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/computer-science","display_name":"Computer science","score":0.7868399620056152},{"id":"https://openalex.org/keywords/sketch","display_name":"Sketch","score":0.7634388208389282},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6558732390403748},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.5822173357009888},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5609853267669678},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.5538349747657776},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5020008087158203},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.465211421251297},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.42001986503601074},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4186367988586426},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.17079195380210876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7868399620056152},{"id":"https://openalex.org/C2779231336","wikidata":"https://www.wikidata.org/wiki/Q7534724","display_name":"Sketch","level":2,"score":0.7634388208389282},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6558732390403748},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.5822173357009888},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5609853267669678},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.5538349747657776},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5020008087158203},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.465211421251297},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.42001986503601074},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4186367988586426},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.17079195380210876},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3385412.3385988","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3385412.3385988","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4096031575","display_name":null,"funder_award_id":"1762299,1811865,1712067","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1878188374","https://openalex.org/W1905591175","https://openalex.org/W1989445634","https://openalex.org/W2006406454","https://openalex.org/W2012401665","https://openalex.org/W2017603160","https://openalex.org/W2018706164","https://openalex.org/W2070473038","https://openalex.org/W2093535699","https://openalex.org/W2134734244","https://openalex.org/W2144951274","https://openalex.org/W2157976942","https://openalex.org/W2162960800","https://openalex.org/W2252136820","https://openalex.org/W2294286398","https://openalex.org/W2295159694","https://openalex.org/W2416325154","https://openalex.org/W2531982678","https://openalex.org/W2536870052","https://openalex.org/W2550471858","https://openalex.org/W2595326376","https://openalex.org/W2762513422","https://openalex.org/W2771472444","https://openalex.org/W2963866663","https://openalex.org/W2964240296","https://openalex.org/W2964284687","https://openalex.org/W2966932844","https://openalex.org/W2968700020","https://openalex.org/W2979577724","https://openalex.org/W4237109062","https://openalex.org/W4237412827","https://openalex.org/W4240963309","https://openalex.org/W4247780151","https://openalex.org/W4391156274"],"related_works":["https://openalex.org/W2378994405","https://openalex.org/W2385974820","https://openalex.org/W2373478030","https://openalex.org/W2378679551","https://openalex.org/W3149739944","https://openalex.org/W2392363776","https://openalex.org/W2063051341","https://openalex.org/W1494563618","https://openalex.org/W2357022711","https://openalex.org/W2358910766"],"abstract_inverted_index":{"In":[0],"this":[1,29,82],"paper,":[2],"we":[3],"propose":[4],"a":[5,16,60],"multi-modal":[6],"synthesis":[7],"technique":[8,53],"for":[9,47,95],"automatically":[10],"constructing":[11],"regular":[12],"expressions":[13],"(regexes)":[14],"from":[15],"combination":[17],"of":[18],"examples":[19,40],"and":[20],"natural":[21,32],"language.":[22],"Using":[23],"multiple":[24],"modalities":[25],"is":[26,35],"useful":[27,93],"in":[28,41],"context":[30],"because":[31],"language":[33],"alone":[34],"often":[36,44],"highly":[37],"ambiguous,":[38],"whereas":[39],"isolation":[42],"are":[43],"not":[45],"sufficient":[46],"conveying":[48],"user":[49],"intent.":[50],"Our":[51],"proposed":[52],"first":[54],"parses":[55],"the":[56,71,77,87,97],"English":[57],"description":[58],"into":[59],"so-called":[61],"hierarchical":[62,72],"sketch":[63,73],"that":[64],"guides":[65],"our":[66],"programming-by-example":[67],"(PBE)":[68],"engine.":[69],"Since":[70],"captures":[74],"crucial":[75],"hints,":[76],"PBE":[78],"engine":[79],"can":[80],"leverage":[81],"information":[83],"to":[84],"both":[85],"prioritize":[86],"search":[88,98],"as":[89,91],"well":[90],"make":[92],"deductions":[94],"pruning":[96],"space.":[99]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":8}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}