{"id":"https://openalex.org/W4410140531","doi":"https://doi.org/10.1145/3716550.3725163","title":"A gray box approach for Large Language Model-guided Natural Language to Temporal Logic Automatic Translation","display_name":"A gray box approach for Large Language Model-guided Natural Language to Temporal Logic Automatic Translation","publication_year":2025,"publication_date":"2025-05-06","ids":{"openalex":"https://openalex.org/W4410140531","doi":"https://doi.org/10.1145/3716550.3725163"},"language":"en","primary_location":{"id":"doi:10.1145/3716550.3725163","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716550.3725163","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716550.3725163","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 16th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2025)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3716550.3725163","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5117457430","display_name":"Eshita Shukla","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eshita Shukla","raw_affiliation_strings":["Arizona State University, Tempe, Arizona, United States"],"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, Arizona, United States","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050404598","display_name":"Quinn Thibeault","orcid":"https://orcid.org/0000-0001-8020-9346"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Quinn Thibeault","raw_affiliation_strings":["Arizona State University, Tempe, Arizona, United States"],"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, Arizona, United States","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049158387","display_name":"Giulia Pedrielli","orcid":"https://orcid.org/0000-0001-6726-9790"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Giulia Pedrielli","raw_affiliation_strings":["Arizona State University, Tempe, Arizona, United States"],"affiliations":[{"raw_affiliation_string":"Arizona State University, Tempe, Arizona, United States","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5117457430"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0477772,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9994999766349792,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.9976999759674072,"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":0.995199978351593,"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":0.7628278732299805},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5662623643875122},{"id":"https://openalex.org/keywords/machine-translation","display_name":"Machine translation","score":0.5446481108665466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5342361927032471},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.506679356098175},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.44619423151016235},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.33449244499206543}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7628278732299805},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5662623643875122},{"id":"https://openalex.org/C203005215","wikidata":"https://www.wikidata.org/wiki/Q79798","display_name":"Machine translation","level":2,"score":0.5446481108665466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5342361927032471},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.506679356098175},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.44619423151016235},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.33449244499206543},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3716550.3725163","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716550.3725163","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716550.3725163","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 16th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2025)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3716550.3725163","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716550.3725163","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716550.3725163","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM/IEEE 16th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2025)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7400000095367432,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410140531.pdf","grobid_xml":"https://content.openalex.org/works/W4410140531.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W1559035930","https://openalex.org/W2023808162","https://openalex.org/W2093916942","https://openalex.org/W2127159302","https://openalex.org/W2785700716","https://openalex.org/W2892809998","https://openalex.org/W3140854437","https://openalex.org/W3210595225","https://openalex.org/W4251424370","https://openalex.org/W4389519952"],"related_works":["https://openalex.org/W2775554247","https://openalex.org/W2883671469","https://openalex.org/W2728761353","https://openalex.org/W2110168585","https://openalex.org/W3107474891","https://openalex.org/W2250213760","https://openalex.org/W4386247111","https://openalex.org/W4327642362","https://openalex.org/W2587014613","https://openalex.org/W4226226396"],"abstract_inverted_index":{"Verification":[0],"of":[1,11,29],"Cyberphysical":[2],"Systems":[3],"(CPS)":[4],"is":[5],"fundamental":[6],"to":[7],"design":[8],"and":[9,13],"deployment":[10],"devices,":[12],"it":[14],"relies":[15],"on":[16,38],"specification-based":[17],"monitoring":[18],"through":[19,26],"expert":[20],"engineers":[21],"devised":[22],"properties,":[23],"subsequently":[24],"expressed":[25],"several":[27],"forms":[28],"formal":[30],"logic":[31],"(e.g.,":[32],"first":[33],"order,":[34],"propositional,":[35],"temporal)":[36],"depending":[37],"the":[39],"needed":[40],"semantics.":[41]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}