{"id":"https://openalex.org/W4416035147","doi":"https://doi.org/10.18653/v1/2025.emnlp-main.1785","title":"Quantifying Logical Consistency in Transformers via Query-Key Alignment","display_name":"Quantifying Logical Consistency in Transformers via Query-Key Alignment","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416035147","doi":"https://doi.org/10.18653/v1/2025.emnlp-main.1785"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2025.emnlp-main.1785","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.1785","pdf_url":"https://aclanthology.org/2025.emnlp-main.1785.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 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.emnlp-main.1785.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012438083","display_name":"Eduard Tulchinskii","orcid":null},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Eduard Tulchinskii","raw_affiliation_strings":["Skoltech - Skolkovo Institute of Science and Technology [Moscow] (nnovatsionnyy tsentr \u00abSkolkovo\u00bb, Moscow Oblast - Russia)","Huawei Noah\u2019s Ark lab (Russia)"],"affiliations":[{"raw_affiliation_string":"Skoltech - Skolkovo Institute of Science and Technology [Moscow] (nnovatsionnyy tsentr \u00abSkolkovo\u00bb, Moscow Oblast - Russia)","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Huawei Noah\u2019s Ark lab (Russia)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061531262","display_name":"Laida Kushnareva","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Laida Kushnareva","raw_affiliation_strings":["Huawei Noah\u2019s Ark lab (Russia)"],"affiliations":[{"raw_affiliation_string":"Huawei Noah\u2019s Ark lab (Russia)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017386288","display_name":"Anastasia Voznyuk","orcid":"https://orcid.org/0000-0002-5929-3990"},"institutions":[{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anastasia Voznyuk","raw_affiliation_strings":["MIPT - Moscow Institute of Physics and Technology [Moscow] (9 Institutskiy per., Dolgoprudny, Moscow Region, 141701 - Russia)"],"affiliations":[{"raw_affiliation_string":"MIPT - Moscow Institute of Physics and Technology [Moscow] (9 Institutskiy per., Dolgoprudny, Moscow Region, 141701 - Russia)","institution_ids":["https://openalex.org/I153845743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114452362","display_name":"Andrei Andriiainen","orcid":null},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrei Andriiainen","raw_affiliation_strings":["Skoltech - Skolkovo Institute of Science and Technology [Moscow] (nnovatsionnyy tsentr \u00abSkolkovo\u00bb, Moscow Oblast - Russia)"],"affiliations":[{"raw_affiliation_string":"Skoltech - Skolkovo Institute of Science and Technology [Moscow] (nnovatsionnyy tsentr \u00abSkolkovo\u00bb, Moscow Oblast - Russia)","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008245599","display_name":"Irina Piontkovskaya","orcid":"https://orcid.org/0009-0003-0299-5849"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Irina Piontkovskaya","raw_affiliation_strings":["Huawei Noah\u2019s Ark lab (Russia)"],"affiliations":[{"raw_affiliation_string":"Huawei Noah\u2019s Ark lab (Russia)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088950452","display_name":"Evgeny Burnaev","orcid":"https://orcid.org/0000-0001-8424-0690"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]},{"id":"https://openalex.org/I4392021246","display_name":"AIRI - Artificial Intelligence Research Institute","ror":"https://ror.org/014a87f14","country_code":"RU","type":"nonprofit","lineage":["https://openalex.org/I4392021246"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Evgeny Burnaev","raw_affiliation_strings":["Skoltech - Skolkovo Institute of Science and Technology [Moscow] (nnovatsionnyy tsentr \u00abSkolkovo\u00bb, Moscow Oblast - Russia)","AIRI - Artificial Intelligence  Research Institute (Russia)"],"affiliations":[{"raw_affiliation_string":"Skoltech - Skolkovo Institute of Science and Technology [Moscow] (nnovatsionnyy tsentr \u00abSkolkovo\u00bb, Moscow Oblast - Russia)","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"AIRI - Artificial Intelligence  Research Institute (Russia)","institution_ids":["https://openalex.org/I4392021246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003291216","display_name":"Serguei Barannikov","orcid":"https://orcid.org/0000-0002-9323-0651"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I3017942884","display_name":"Institut de Math\u00e9matiques de Jussieu-Paris Rive Gauche","ror":"https://ror.org/03fk87k11","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I204730241","https://openalex.org/I3017942884","https://openalex.org/I39804081","https://openalex.org/I4210141950"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210091437","display_name":"Sorbonne Paris Cit\u00e9","ror":"https://ror.org/001z21q04","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210091437"]}],"countries":["FR","RU"],"is_corresponding":false,"raw_author_name":"Serguei Barannikov","raw_affiliation_strings":["Skoltech - Skolkovo Institute of Science and Technology [Moscow] (nnovatsionnyy tsentr \u00abSkolkovo\u00bb, Moscow Oblast - Russia)","IMJ-PRG (UMR_7586) - Institut de Math\u00e9matiques de Jussieu - Paris Rive Gauche (Sorbonne Universit\u00e9 - IMJ - Case 247 - 4 place Jussieu 75252 Paris cedex 05 / \r\nUniversit\u00e9 Paris Diderot - B\u00e2t. Sophie Germain, case 7012 - France)","UPCit\u00e9 - Universit\u00e9 Paris Cit\u00e9 (85 boulevard Saint-Germain\r\n75006 Paris - France)","CNRS - Centre National de la Recherche Scientifique (France)"],"affiliations":[{"raw_affiliation_string":"Skoltech - Skolkovo Institute of Science and Technology [Moscow] (nnovatsionnyy tsentr \u00abSkolkovo\u00bb, Moscow Oblast - Russia)","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"IMJ-PRG (UMR_7586) - Institut de Math\u00e9matiques de Jussieu - Paris Rive Gauche (Sorbonne Universit\u00e9 - IMJ - Case 247 - 4 place Jussieu 75252 Paris cedex 05 / \r\nUniversit\u00e9 Paris Diderot - B\u00e2t. Sophie Germain, case 7012 - France)","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I204730241","https://openalex.org/I3017942884"]},{"raw_affiliation_string":"UPCit\u00e9 - Universit\u00e9 Paris Cit\u00e9 (85 boulevard Saint-Germain\r\n75006 Paris - France)","institution_ids":["https://openalex.org/I4210091437","https://openalex.org/I204730241"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5012438083"],"corresponding_institution_ids":["https://openalex.org/I125989756"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18073883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"35184","last_page":"35199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.18469999730587006,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.18469999730587006,"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":0.1526000052690506,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.06440000236034393,"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/transformer","display_name":"Transformer","score":0.4918000102043152},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4650999903678894},{"id":"https://openalex.org/keywords/data-consistency","display_name":"Data consistency","score":0.3522000014781952},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.328900009393692},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.31189998984336853}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6432999968528748},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4918000102043152},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4650999903678894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41659998893737793},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38190001249313354},{"id":"https://openalex.org/C93361087","wikidata":"https://www.wikidata.org/wiki/Q4426698","display_name":"Data consistency","level":2,"score":0.3522000014781952},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.31189998984336853},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3057999908924103},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.28459998965263367},{"id":"https://openalex.org/C21847791","wikidata":"https://www.wikidata.org/wiki/Q191081","display_name":"Logical conjunction","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.25769999623298645}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.18653/v1/2025.emnlp-main.1785","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.1785","pdf_url":"https://aclanthology.org/2025.emnlp-main.1785.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 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2502.17017","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2502.17017","pdf_url":"https://arxiv.org/pdf/2502.17017","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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"},{"id":"pmh:oai:HAL:hal-05401210v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05401210","pdf_url":"https://hal.science/hal-05401210v1/file/2025.emnlp-main.1785.pdf","source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACL Anthology, 2025, EMNLP, pp.35184-35199. &#x27E8;10.18653/v1/2025.emnlp-main.1785&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.emnlp-main.1785","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.emnlp-main.1785","pdf_url":"https://aclanthology.org/2025.emnlp-main.1785.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 2025 Conference on Empirical Methods in Natural Language Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324442","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143"},{"id":"https://openalex.org/F4320324632","display_name":"Ministero dello Sviluppo Economico","ror":"https://ror.org/011z3ff80"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416035147.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Eduard":[0],"Tulchinskii,":[1],"Laida":[2],"Kushnareva,":[3],"Anastasia":[4],"Voznyuk,":[5],"Andrei":[6],"Andriiainen,":[7],"Irina":[8],"Piontkovskaya,":[9],"Evgeny":[10],"Burnaev,":[11],"Serguei":[12],"Barannikov.":[13],"Proceedings":[14],"of":[15],"the":[16],"2025":[17],"Conference":[18],"on":[19],"Empirical":[20],"Methods":[21],"in":[22],"Natural":[23],"Language":[24],"Processing.":[25],"2025.":[26]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
