{"id":"https://openalex.org/W4387793176","doi":"https://doi.org/10.1145/3618305.3623612","title":"Generating Domain-Specific Programs for Diagram Authoring with Large Language Models","display_name":"Generating Domain-Specific Programs for Diagram Authoring with Large Language Models","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4387793176","doi":"https://doi.org/10.1145/3618305.3623612"},"language":"en","primary_location":{"id":"doi:10.1145/3618305.3623612","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3618305.3623612","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 2023 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity","raw_type":"proceedings-article"},"type":"article","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/A5113027637","display_name":"Rijul Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I22675022","display_name":"Williams College","ror":"https://ror.org/04avkmd49","country_code":"US","type":"education","lineage":["https://openalex.org/I22675022"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rijul Jain","raw_affiliation_strings":["Williams College, Williamstown, USA"],"affiliations":[{"raw_affiliation_string":"Williams College, Williamstown, USA","institution_ids":["https://openalex.org/I22675022"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075566366","display_name":"Wode Ni","orcid":"https://orcid.org/0000-0002-5341-4958"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wode Ni","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039972599","display_name":"Joshua Sunshine","orcid":"https://orcid.org/0000-0002-9672-5297"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Sunshine","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, USA"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5113027637"],"corresponding_institution_ids":["https://openalex.org/I22675022"],"apc_list":null,"apc_paid":null,"fwci":1.2875,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87194947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"70","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9998999834060669,"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/T10260","display_name":"Software Engineering Research","score":0.9980999827384949,"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":0.9957000017166138,"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/digital-subscriber-line","display_name":"Digital subscriber line","score":0.8578740954399109},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.755915641784668},{"id":"https://openalex.org/keywords/domain-specific-language","display_name":"Domain-specific language","score":0.7104606032371521},{"id":"https://openalex.org/keywords/diagram","display_name":"Diagram","score":0.6606351733207703},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6355443000793457},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5979763865470886},{"id":"https://openalex.org/keywords/rewriting","display_name":"Rewriting","score":0.5946149230003357},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.4799511730670929},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3357648551464081},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3248136639595032},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09623846411705017}],"concepts":[{"id":"https://openalex.org/C201374245","wikidata":"https://www.wikidata.org/wiki/Q104534","display_name":"Digital subscriber line","level":2,"score":0.8578740954399109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.755915641784668},{"id":"https://openalex.org/C135257023","wikidata":"https://www.wikidata.org/wiki/Q691358","display_name":"Domain-specific language","level":2,"score":0.7104606032371521},{"id":"https://openalex.org/C186399060","wikidata":"https://www.wikidata.org/wiki/Q959962","display_name":"Diagram","level":2,"score":0.6606351733207703},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6355443000793457},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5979763865470886},{"id":"https://openalex.org/C154690210","wikidata":"https://www.wikidata.org/wiki/Q1668499","display_name":"Rewriting","level":2,"score":0.5946149230003357},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4799511730670929},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3357648551464081},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3248136639595032},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09623846411705017},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3618305.3623612","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3618305.3623612","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Proceedings of the 2023 ACM SIGPLAN International Conference on Systems, Programming, Languages, and Applications: Software for Humanity","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.8299999833106995,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W3048883239","https://openalex.org/W3206367253"],"related_works":["https://openalex.org/W2119542776","https://openalex.org/W2014596857","https://openalex.org/W2582410692","https://openalex.org/W1485300234","https://openalex.org/W2058907533","https://openalex.org/W2258960507","https://openalex.org/W2140083133","https://openalex.org/W2097052821","https://openalex.org/W1573904598","https://openalex.org/W4313343615"],"abstract_inverted_index":{"Large":[0],"language":[1],"models":[2],"(LLMs)":[3],"can":[4],"generate":[5,61],"programs":[6,64],"in":[7],"general-purpose":[8],"languages":[9,20],"from":[10,45,70],"prose":[11,71],"descriptions,":[12],"but":[13],"are":[14],"not":[15],"trained":[16],"on":[17],"many":[18],"domain-specific":[19],"(DSLs).":[21],"Diagram":[22],"authoring":[23],"with":[24,39],"Penrose,":[25],"a":[26,93],"diagramming":[27,87,103],"system":[28],"using":[29,72],"three":[30],"DSLs,":[31],"exemplifies":[32],"the":[33,54,98],"utility":[34],"of":[35,56,100],"DSL":[36,63],"program":[37],"generation":[38],"LLMs,":[40],"which":[41],"enables":[42],"diagram":[43,68],"creation":[44,69],"prose.":[46],"We":[47,74],"provide":[48],"methods":[49],"to":[50,60,91,96],"conceptualize":[51],"and":[52,65,89],"evaluate":[53,76],"structures":[55,80],"one-shot":[57],"LLM":[58,78],"prompts":[59],"error-free":[62],"implement":[66],"Penrose":[67,102],"LLMs.":[73],"will":[75],"our":[77],"prompt":[79,83],"by":[81],"testing":[82],"variations":[84],"across":[85],"different":[86],"domains":[88],"plan":[90],"run":[92],"user":[94],"study":[95],"assess":[97],"ease":[99],"LLM-augmented":[101],"over":[104],"other":[105],"tools.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}