{"id":"https://openalex.org/W7140086992","doi":"https://doi.org/10.18653/v1/2026.eacl-demo.2","title":"DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness","display_name":"DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140086992","doi":"https://doi.org/10.18653/v1/2026.eacl-demo.2"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.eacl-demo.2","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-demo.2","pdf_url":"https://aclanthology.org/2026.eacl-demo.2.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 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.eacl-demo.2.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130386712","display_name":"Evgenii Nikolaev","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Evgenii Nikolaev","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117864950","display_name":"Timur Ionov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Timur Ionov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130357227","display_name":"Anna Korzanova","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anna Korzanova","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080930394","display_name":"Vasily Konovalov","orcid":"https://orcid.org/0000-0002-4745-4718"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vasily Konovalov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5030369269","display_name":"Maksim Savkin","orcid":"https://orcid.org/0009-0003-5465-2274"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maksim Savkin","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":0.39338166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"21","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11424","display_name":"Security and Verification in Computing","score":0.23639999330043793,"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/T11424","display_name":"Security and Verification in Computing","score":0.23639999330043793,"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/T10927","display_name":"Access Control and Trust","score":0.12020000070333481,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.05920000001788139,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/reliability","display_name":"Reliability (semiconductor)","score":0.5939000248908997},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.48410001397132874},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.32179999351501465},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.2872999906539917},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.28540000319480896}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5939000248908997},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5680999755859375},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.48410001397132874},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.42419999837875366},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2930000126361847},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2872999906539917},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.27630001306533813},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27570000290870667},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26570001244544983},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.2644999921321869}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.eacl-demo.2","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-demo.2","pdf_url":"https://aclanthology.org/2026.eacl-demo.2.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 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.eacl-demo.2","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-demo.2","pdf_url":"https://aclanthology.org/2026.eacl-demo.2.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 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.40483129024505615}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338243","display_name":"JST-Mirai Program","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7140086992.pdf","grobid_xml":"https://content.openalex.org/works/W7140086992.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Evgenii":[0],"Nikolaev,":[1],"Timur":[2],"Ionov,":[3],"Anna":[4],"Korzanova,":[5],"Vasily":[6],"Konovalov,":[7],"Maksim":[8],"Savkin.":[9],"Proceedings":[10],"of":[11,15,19],"the":[12,16,20],"19th":[13],"Conference":[14],"European":[17],"Chapter":[18],"Association":[21],"for":[22],"Computational":[23],"Linguistics":[24],"(Volume":[25],"3:":[26],"System":[27],"Demonstrations).":[28],"2026.":[29]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-24T00:00:00"}