{"id":"https://openalex.org/W4406255407","doi":"https://doi.org/10.18293/seke2024-138","title":"An interpretable logic KBQA method based on open-source large language models","display_name":"An interpretable logic KBQA method based on open-source large language models","publication_year":2024,"publication_date":"2024-10-28","ids":{"openalex":"https://openalex.org/W4406255407","doi":"https://doi.org/10.18293/seke2024-138"},"language":"en","primary_location":{"id":"doi:10.18293/seke2024-138","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2024-138","pdf_url":"https://doi.org/10.18293/seke2024-138","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.18293/seke2024-138","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068992961","display_name":"Bicheng Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bicheng Xu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110148614","display_name":"Rong Peng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rong Peng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064658287","display_name":"Yongchang Ding","orcid":"https://orcid.org/0000-0002-4736-1845"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yongchang Ding","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032668569","display_name":"Lin Fang","orcid":"https://orcid.org/0000-0002-7944-1882"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin Fang","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":0.27658879,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2024","issue":null,"first_page":"140","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.878600001335144,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.878600001335144,"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.8240000009536743,"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.8122000098228455,"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/computer-science","display_name":"Computer science","score":0.7591800689697266},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.45277243852615356},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4343104064464569},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4073981046676636}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7591800689697266},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.45277243852615356},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4343104064464569},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4073981046676636}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18293/seke2024-138","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2024-138","pdf_url":"https://doi.org/10.18293/seke2024-138","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18293/seke2024-138","is_oa":true,"landing_page_url":"https://doi.org/10.18293/seke2024-138","pdf_url":"https://doi.org/10.18293/seke2024-138","source":{"id":"https://openalex.org/S4220650826","display_name":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","issn_l":"2325-9000","issn":["2325-9000","2325-9086"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conferences on Software Engineering and Knowledge Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406255407.pdf","grobid_xml":"https://content.openalex.org/works/W4406255407.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Knowledge":[0],"Base":[1],"Question":[2],"Answering":[3],"(KBQA)":[4],"aims":[5],"to":[6,10,34,93,116,121],"find":[7],"correct":[8,137],"answers":[9,28],"natural":[11,105],"language":[12,76,83,106],"questions":[13],"by":[14],"reasoning":[15,48,55,117,128,131],"over":[16,118],"large-scale":[17],"knowledge":[18],"bases.The":[19],"main":[20],"challenge":[21],"is":[22],"multi-hop":[23,71],"reasoning,":[24],"which":[25],"requires":[26],"inferring":[27],"through":[29],"multiple":[30],"edges":[31],"and":[32,79,126,136,143,152,164],"nodes.Due":[33],"high":[35],"data":[36],"annotation":[37],"costs,":[38],"most":[39],"datasets":[40],"only":[41],"provide":[42,53],"final":[43,124],"answer":[44,63,125],"annotations,":[45],"leaving":[46],"the":[47,54,59,62,80,85,90,95,99,104,108,111,119,123,127,140],"process":[49],"unknown.The":[50],"model":[51,112],"cannot":[52],"path":[56,132],"along":[57],"with":[58],"answer,":[60],"making":[61],"uninterpretable.To":[64],"address":[65],"this,":[66],"we":[67,88],"propose":[68],"a":[69],"generation-retrieval":[70],"KBQA":[72,149],"method":[73,157],"combining":[74],"large":[75],"models":[77,160],"(LLMs)":[78],"logic":[81],"programming":[82],"Prolog.In":[84],"generation":[86],"phase,":[87,110],"fine-tune":[89],"open-source":[91],"LLMs":[92],"generate":[94],"logical":[96],"form":[97],"of":[98],"corresponding":[100],"prolog":[101,114],"representation":[102],"for":[103],"question.In":[107],"retrieval":[109],"uses":[113],"query":[115],"KB":[120],"get":[122],"path.A":[129],"transparent":[130],"also":[133],"helps":[134],"identify":[135],"errors,":[138],"enhancing":[139],"model's":[141],"reliability":[142],"practicality.Experimental":[144],"results":[145],"on":[146],"two":[147],"standard":[148],"datasets,":[150],"MetaQA":[151],"WebQSP,":[153],"demonstrate":[154],"that":[155],"our":[156],"outperforms":[158],"existing":[159],"in":[161],"both":[162],"performance":[163],"interpretability.":[165]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}