{"id":"https://openalex.org/W7166841804","doi":"https://doi.org/10.18653/v1/2026.acl-demo.70","title":"ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning","display_name":"ThinkBooster: A Unified Framework for Seamless Test-Time Scaling of LLM Reasoning","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166841804","doi":"https://doi.org/10.18653/v1/2026.acl-demo.70"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2026.acl-demo.70","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.acl-demo.70","pdf_url":"https://aclanthology.org/2026.acl-demo.70.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 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.acl-demo.70.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121817994","display_name":"Vladislav Smirnov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vladislav Smirnov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139820583","display_name":"Quang-Chieu Nguyen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Quang-Chieu Nguyen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138133627","display_name":"Sergey Senichev","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sergey Senichev","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138108495","display_name":"Minh Ngoc Ta","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Minh Ngoc Ta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102590169","display_name":"Ekaterina Fadeeva","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ekaterina Fadeeva","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054388208","display_name":"Artem Vazhentsev","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Artem Vazhentsev","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139806650","display_name":"Daria Galimzianova","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daria Galimzianova","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139840694","display_name":"Nikolai Rozanov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nikolai Rozanov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138107567","display_name":"Viktor Mazanov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Viktor Mazanov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139780813","display_name":"Jingwei Ni","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jingwei Ni","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139728509","display_name":"Tianyi Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tianyi Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129685878","display_name":"Igor Kiselev","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Igor Kiselev","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139739900","display_name":"Mrinmaya Sachan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mrinmaya Sachan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139767996","display_name":"Iryna Gurevych","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Iryna Gurevych","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139740785","display_name":"Preslav Nakov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Preslav Nakov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139771179","display_name":"Timothy Baldwin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Timothy Baldwin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5071397402","display_name":"Artem Shelmanov","orcid":"https://orcid.org/0000-0002-2151-6212"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Artem Shelmanov","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.83160443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"715","last_page":"727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.6624000072479248,"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":0.6624000072479248,"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":0.11400000005960464,"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/T13629","display_name":"Text Readability and Simplification","score":0.02669999934732914,"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/scaling","display_name":"Scaling","score":0.41830000281333923},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.39559999108314514},{"id":"https://openalex.org/keywords/computational-linguistics","display_name":"Computational linguistics","score":0.27410000562667847},{"id":"https://openalex.org/keywords/graduate-students","display_name":"Graduate students","score":0.27149999141693115},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.2671999931335449}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6183000206947327},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.41830000281333923},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.39559999108314514},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38100001215934753},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3483999967575073},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.30219998955726624},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.289900004863739},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.27410000562667847},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.27160000801086426},{"id":"https://openalex.org/C3020528894","wikidata":"https://www.wikidata.org/wiki/Q20820271","display_name":"Graduate students","level":2,"score":0.27149999141693115},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2700999975204468},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.2632000148296356},{"id":"https://openalex.org/C150104678","wikidata":"https://www.wikidata.org/wiki/Q953129","display_name":"Reflexive pronoun","level":2,"score":0.2538999915122986},{"id":"https://openalex.org/C195344581","wikidata":"https://www.wikidata.org/wiki/Q2555318","display_name":"Automated reasoning","level":2,"score":0.25279998779296875}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18653/v1/2026.acl-demo.70","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.acl-demo.70","pdf_url":"https://aclanthology.org/2026.acl-demo.70.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 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)","raw_type":"proceedings-article"},{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:161205","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/view/person/Smirnov=3AVladislav=3A=3A.html>","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"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":"Konferenzver\u00f6ffentlichung"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.acl-demo.70","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.acl-demo.70","pdf_url":"https://aclanthology.org/2026.acl-demo.70.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 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.509706974029541,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166841804.pdf","grobid_xml":"https://content.openalex.org/works/W7166841804.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Vladislav":[0],"Smirnov,":[1],"Quang-Chieu":[2],"Nguyen,":[3],"Sergey":[4],"Senichev,":[5],"Minh":[6],"Ngoc":[7],"Ta,":[8],"Ekaterina":[9],"Fadeeva,":[10],"Artem":[11,33],"Vazhentsev,":[12],"Daria":[13],"Galimzianova,":[14],"Nikolai":[15],"Rozanov,":[16],"Viktor":[17],"Mazanov,":[18],"Jingwei":[19],"Ni,":[20],"Tianyi":[21],"Wu,":[22],"Igor":[23],"Kiselev,":[24],"Mrinmaya":[25],"Sachan,":[26],"Iryna":[27],"Gurevych,":[28],"Preslav":[29],"Nakov,":[30],"Timothy":[31],"Baldwin,":[32],"Shelmanov.":[34],"Proceedings":[35],"of":[36,41],"the":[37,42],"64th":[38],"Annual":[39],"Meeting":[40],"Association":[43],"for":[44],"Computational":[45],"Linguistics":[46],"(Volume":[47],"3:":[48],"System":[49],"Demonstrations).":[50],"2026.":[51]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-02T00:00:00"}