{"id":"https://openalex.org/W7140113151","doi":"https://doi.org/10.18653/v1/2026.eacl-long.69","title":"Improving LLM Domain Certification with Pretrained Guide Models","display_name":"Improving LLM Domain Certification with Pretrained Guide Models","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140113151","doi":"https://doi.org/10.18653/v1/2026.eacl-long.69"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.eacl-long.69","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.69","pdf_url":"https://aclanthology.org/2026.eacl-long.69.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 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/2026.eacl-long.69.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5130375122","display_name":"Jiaqian Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiaqian Zhang","raw_affiliation_strings":["University College London Elm Company Elm Company"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London Elm Company Elm Company","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031571500","display_name":"Zhaozhi Qian","orcid":"https://orcid.org/0000-0002-4561-0342"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhaozhi Qian","raw_affiliation_strings":["University College London Elm Company Elm Company"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London Elm Company Elm Company","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037355713","display_name":"Faroq AL-Tam","orcid":"https://orcid.org/0000-0001-9718-2039"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Faroq AL-Tam","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001624616","display_name":"Ignacio Iacobacci","orcid":"https://orcid.org/0000-0002-8913-8561"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ignacio Iacobacci","raw_affiliation_strings":["University College London Elm Company Elm Company"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London Elm Company Elm Company","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130350370","display_name":"Muhammad AL-Qurishi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Muhammad AL-Qurishi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5034999364","display_name":"Riad Souissi","orcid":"https://orcid.org/0000-0002-3793-5585"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Riad Souissi","raw_affiliation_strings":["University College London Elm Company Elm Company"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College London Elm Company Elm Company","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"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":0.39730409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1494","last_page":"1510"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.1445000022649765,"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":0.1445000022649765,"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":0.07349999994039536,"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/T10260","display_name":"Software Engineering Research","score":0.061400000005960464,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5320000052452087},{"id":"https://openalex.org/keywords/certification","display_name":"Certification","score":0.46389999985694885},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.27410000562667847},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.2590999901294708},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.24809999763965607}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6523000001907349},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5320000052452087},{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.46389999985694885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37610000371932983},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.24809999763965607},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.2475000023841858},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.24490000307559967},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.24040000140666962}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.eacl-long.69","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.69","pdf_url":"https://aclanthology.org/2026.eacl-long.69.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 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.eacl-long.69","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.69","pdf_url":"https://aclanthology.org/2026.eacl-long.69.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 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7140113151.pdf","grobid_xml":"https://content.openalex.org/works/W7140113151.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Jiaqian":[0],"Zhang,":[1],"Zhaozhi":[2],"Qian,":[3],"Faroq":[4],"AL-Tam,":[5],"Ignacio":[6],"Iacobacci,":[7],"Muhammad":[8],"AL-Qurishi,":[9],"Riad":[10],"Souissi.":[11],"Proceedings":[12],"of":[13,17,21],"the":[14,18,22],"19th":[15],"Conference":[16],"European":[19],"Chapter":[20],"Association":[23],"for":[24],"Computational":[25],"Linguistics":[26],"(Volume":[27],"1:":[28],"Long":[29],"Papers).":[30],"2026.":[31]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-24T00:00:00"}
