{"id":"https://openalex.org/W4416260560","doi":"https://doi.org/10.1007/978-981-95-3001-4_14","title":"Dynamic Weighted Consensus Framework for\u00a0LLM Multi-agent Debate","display_name":"Dynamic Weighted Consensus Framework for\u00a0LLM Multi-agent Debate","publication_year":2025,"publication_date":"2025-11-16","ids":{"openalex":"https://openalex.org/W4416260560","doi":"https://doi.org/10.1007/978-981-95-3001-4_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-95-3001-4_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-3001-4_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100421702","display_name":"Yi Li","orcid":"https://orcid.org/0009-0008-9727-7976"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":true,"raw_author_name":"Yi Li","raw_affiliation_strings":["City University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"City University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101404616","display_name":"Congcong Zhu","orcid":"https://orcid.org/0000-0001-5319-4599"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Congcong Zhu","raw_affiliation_strings":["City University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"City University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100626332","display_name":"Minghao Wang","orcid":"https://orcid.org/0000-0003-2491-2330"},"institutions":[{"id":"https://openalex.org/I6469544","display_name":"City University of Macau","ror":"https://ror.org/04gpd4q15","country_code":"MO","type":"education","lineage":["https://openalex.org/I6469544"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"MingHao Wang","raw_affiliation_strings":["City University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"City University of Macau, Macau, China","institution_ids":["https://openalex.org/I6469544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048678503","display_name":"Mengyang Wu","orcid":"https://orcid.org/0000-0001-9989-7118"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Mengyang Wu","raw_affiliation_strings":["The University of Sydney, Sydney, Australia"],"affiliations":[{"raw_affiliation_string":"The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071757573","display_name":"Meijia Zhu","orcid":"https://orcid.org/0009-0000-5829-9437"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"MingLu Zhu","raw_affiliation_strings":["School of Information Technology, Griffith University, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Griffith University, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060207958","display_name":"Xin Hu","orcid":"https://orcid.org/0009-0003-9827-0585"},"institutions":[{"id":"https://openalex.org/I4210149693","display_name":"Chinese Academy of Science and Technology for Development","ror":"https://ror.org/04qqd9793","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210120069","https://openalex.org/I4210127390","https://openalex.org/I4210149693"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Hu","raw_affiliation_strings":["Beijing DiDi Infinity Technology and Development, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing DiDi Infinity Technology and Development, Beijing, China","institution_ids":["https://openalex.org/I4210149693"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100421702"],"corresponding_institution_ids":["https://openalex.org/I6469544"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.56527868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"187","last_page":"198"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.25940001010894775,"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/T10028","display_name":"Topic Modeling","score":0.25940001010894775,"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/T10456","display_name":"Multi-Agent Systems and Negotiation","score":0.22020000219345093,"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":0.06319999694824219,"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/iterative-refinement","display_name":"Iterative refinement","score":0.3111000061035156},{"id":"https://openalex.org/keywords/multi-agent-system","display_name":"Multi-agent system","score":0.3107999861240387},{"id":"https://openalex.org/keywords/consensus-algorithm","display_name":"Consensus algorithm","score":0.298799991607666},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.2565999925136566},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.243599995970726}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8622000217437744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48500001430511475},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41029998660087585},{"id":"https://openalex.org/C2779982483","wikidata":"https://www.wikidata.org/wiki/Q6094420","display_name":"Iterative refinement","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.3107999861240387},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.30000001192092896},{"id":"https://openalex.org/C2983222225","wikidata":"https://www.wikidata.org/wiki/Q2994424","display_name":"Consensus algorithm","level":2,"score":0.298799991607666},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.2565999925136566},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.243599995970726},{"id":"https://openalex.org/C128913409","wikidata":"https://www.wikidata.org/wiki/Q3566063","display_name":"Belief revision","level":2,"score":0.24310000240802765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-95-3001-4_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-95-3001-4_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2603266952","https://openalex.org/W2787894218","https://openalex.org/W2963748441","https://openalex.org/W3177450673","https://openalex.org/W3213226873","https://openalex.org/W3217566643","https://openalex.org/W4214848664","https://openalex.org/W4283311032","https://openalex.org/W4292157289","https://openalex.org/W4297738229","https://openalex.org/W4321770567","https://openalex.org/W4382202542","https://openalex.org/W4382202662","https://openalex.org/W4382202741","https://openalex.org/W4385767737","https://openalex.org/W4389692498","https://openalex.org/W4390146493","https://openalex.org/W4404782209","https://openalex.org/W4408265981"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-28T09:36:55.327623","created_date":"2025-11-16T00:00:00"}