Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets.
<p>Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets.</p>
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2025
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| _version_ | 1852016004495835136 |
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| author | Zhijie Yang (1420261) |
| author2 | Liyuan Weng (5537240) Liang Zhang (41392) Ruojia Tong (22379302) Jianyu Xie (11625062) Zhuo Zeng (2414500) Duanbing Chen (10130964) |
| author2_role | author author author author author author |
| author_facet | Zhijie Yang (1420261) Liyuan Weng (5537240) Liang Zhang (41392) Ruojia Tong (22379302) Jianyu Xie (11625062) Zhuo Zeng (2414500) Duanbing Chen (10130964) |
| author_role | author |
| dc.creator.none.fl_str_mv | Zhijie Yang (1420261) Liyuan Weng (5537240) Liang Zhang (41392) Ruojia Tong (22379302) Jianyu Xie (11625062) Zhuo Zeng (2414500) Duanbing Chen (10130964) |
| dc.date.none.fl_str_mv | 2025-10-06T17:43:33Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0333037.t001 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Comparison_of_StructGPT_KGMP_and_ChatKBQA_KGMP_with_other_benchmarks_on_the_WebQSP_and_CWQ_datasets_/30290032 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Sociology Statistics Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified order subgraph information new technical paradigm experimental results show efficient communication interface problem oriented graphs generation framework fine pruning strategies based hop subgraph input hop query performance graph query language div >< p subgraphs input performance improvement natural language knowledge graphs knowledge graph hop perceptron hop inference whose innovativeness tuned based traditional text three aspects study provides structured knowledge structural differences sparql syntax semantically complete reranker model progressive reasoning made progress kbqa faces kbqa ), existing approaches dual challenge deep collaboration cwq datasets core challenge chatkbqa framework |
| dc.title.none.fl_str_mv | Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_c287cdf8313a9fe046afec5e91b60e60 |
| identifier_str_mv | 10.1371/journal.pone.0333037.t001 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30290032 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets.Zhijie Yang (1420261)Liyuan Weng (5537240)Liang Zhang (41392)Ruojia Tong (22379302)Jianyu Xie (11625062)Zhuo Zeng (2414500)Duanbing Chen (10130964)SociologyStatisticsScience PolicyBiological Sciences not elsewhere classifiedInformation Systems not elsewhere classifiedorder subgraph informationnew technical paradigmexperimental results showefficient communication interfaceproblem oriented graphsgeneration framework finepruning strategies basedhop subgraph inputhop query performancegraph query languagediv >< psubgraphs inputperformance improvementnatural languageknowledge graphsknowledge graphhop perceptronhop inferencewhose innovativenesstuned basedtraditional textthree aspectsstudy providesstructured knowledgestructural differencessparql syntaxsemantically completereranker modelprogressive reasoningmade progresskbqa faceskbqa ),existing approachesdual challengedeep collaborationcwq datasetscore challengechatkbqa framework<p>Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets.</p>2025-10-06T17:43:33ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0333037.t001https://figshare.com/articles/dataset/Comparison_of_StructGPT_KGMP_and_ChatKBQA_KGMP_with_other_benchmarks_on_the_WebQSP_and_CWQ_datasets_/30290032CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/302900322025-10-06T17:43:33Z |
| spellingShingle | Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets. Zhijie Yang (1420261) Sociology Statistics Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified order subgraph information new technical paradigm experimental results show efficient communication interface problem oriented graphs generation framework fine pruning strategies based hop subgraph input hop query performance graph query language div >< p subgraphs input performance improvement natural language knowledge graphs knowledge graph hop perceptron hop inference whose innovativeness tuned based traditional text three aspects study provides structured knowledge structural differences sparql syntax semantically complete reranker model progressive reasoning made progress kbqa faces kbqa ), existing approaches dual challenge deep collaboration cwq datasets core challenge chatkbqa framework |
| status_str | publishedVersion |
| title | Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets. |
| title_full | Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets. |
| title_fullStr | Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets. |
| title_full_unstemmed | Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets. |
| title_short | Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets. |
| title_sort | Comparison of StructGPT+KGMP and ChatKBQA+KGMP with other benchmarks on the WebQSP and CWQ datasets. |
| topic | Sociology Statistics Science Policy Biological Sciences not elsewhere classified Information Systems not elsewhere classified order subgraph information new technical paradigm experimental results show efficient communication interface problem oriented graphs generation framework fine pruning strategies based hop subgraph input hop query performance graph query language div >< p subgraphs input performance improvement natural language knowledge graphs knowledge graph hop perceptron hop inference whose innovativeness tuned based traditional text three aspects study provides structured knowledge structural differences sparql syntax semantically complete reranker model progressive reasoning made progress kbqa faces kbqa ), existing approaches dual challenge deep collaboration cwq datasets core challenge chatkbqa framework |