{"id":"https://openalex.org/W4412889912","doi":"https://doi.org/10.18653/v1/2025.acl-long.1223","title":"Unravelling the Logic: Investigating the Generalisation of Transformers in Numerical Satisfiability Problems","display_name":"Unravelling the Logic: Investigating the Generalisation of Transformers in Numerical Satisfiability Problems","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412889912","doi":"https://doi.org/10.18653/v1/2025.acl-long.1223"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.acl-long.1223","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1223","pdf_url":"https://aclanthology.org/2025.acl-long.1223.pdf","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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.acl-long.1223.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5051705594","display_name":"Tharindu Madusanka","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tharindu Madusanka","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032107191","display_name":"Marco Valentino","orcid":"https://orcid.org/0000-0002-9959-8385"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marco Valentino","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024303085","display_name":"Iqra Zahid","orcid":"https://orcid.org/0000-0002-3969-7058"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Iqra Zahid","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033570514","display_name":"Ian Pratt\u2010Hartmann","orcid":"https://orcid.org/0000-0003-0062-043X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ian Pratt-Hartmann","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5050960711","display_name":"Riza Batista-Navarro","orcid":"https://orcid.org/0000-0001-6693-7531"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Riza Batista-Navarro","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2054707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"25155","last_page":"25168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.8108000159263611,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.8108000159263611,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/satisfiability","display_name":"Satisfiability","score":0.701485276222229},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5790591835975647},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5479495525360107},{"id":"https://openalex.org/keywords/boolean-satisfiability-problem","display_name":"Boolean satisfiability problem","score":0.4558372497558594},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3504960536956787},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3362780809402466},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18929854035377502},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14183509349822998}],"concepts":[{"id":"https://openalex.org/C168773769","wikidata":"https://www.wikidata.org/wiki/Q1350299","display_name":"Satisfiability","level":2,"score":0.701485276222229},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5790591835975647},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5479495525360107},{"id":"https://openalex.org/C6943359","wikidata":"https://www.wikidata.org/wiki/Q875276","display_name":"Boolean satisfiability problem","level":2,"score":0.4558372497558594},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3504960536956787},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3362780809402466},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18929854035377502},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14183509349822998},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2025.acl-long.1223","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1223","pdf_url":"https://aclanthology.org/2025.acl-long.1223.pdf","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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:231202","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.acl-long.1223","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.acl-long.1223","pdf_url":"https://aclanthology.org/2025.acl-long.1223.pdf","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 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412889912.pdf","grobid_xml":"https://content.openalex.org/works/W4412889912.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3176904788","https://openalex.org/W21597398","https://openalex.org/W4298153058","https://openalex.org/W2268872489","https://openalex.org/W1913543287","https://openalex.org/W2014111643","https://openalex.org/W2963044240","https://openalex.org/W2076399409","https://openalex.org/W2102364390","https://openalex.org/W2336941104"],"abstract_inverted_index":{"Tharindu":[0],"Madusanka,":[1],"Marco":[2],"Valentino,":[3],"Iqra":[4],"Zahid,":[5],"Ian":[6],"Pratt-Hartmann,":[7],"Riza":[8],"Batista-Navarro.":[9],"Proceedings":[10],"of":[11,16],"the":[12,17],"63rd":[13],"Annual":[14],"Meeting":[15],"Association":[18],"for":[19],"Computational":[20],"Linguistics":[21],"(Volume":[22],"1:":[23],"Long":[24],"Papers).":[25],"2025.":[26]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
