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检索条件"主题词=text-to-SQL"
77 条 记 录,以下是21-30 订阅
排序:
Rulesqlova: Improving text-to-sql with Logic Rules
RuleSQLova: Improving Text-to-SQL with Logic Rules
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IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / IEEE World Congress on Computational Intelligence (IEEE WCCI) / International Joint Conference on Neural Networks (IJCNN) / IEEE Congress on Evolutionary Computation (IEEE CEC)
作者: Han, Shoukang Gao, Neng Guo, Xiaobo Shan, Yiwei Chinese Acad Sci State Key Lab Informat Secur Inst Informat Engn Beijing Peoples R China Univ Chinese Acad Sci Sch Cyber Secur Beijing Peoples R China Chinese Acad Sci Inst Informat Engn Beijing Peoples R China
text-to-sql aims to map natural language questions to sql queries. The sketch-based sqlova model combined with execution-guided (EG) decoding strategy has achieved a super-human performance on the Wikisql dataset. How... 详细信息
来源: 评论
An In-Depth Benchmarking of text-to-sql Systems  21
An In-Depth Benchmarking of Text-to-SQL Systems
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ACM SIGMOD International Conference on Management of Data (SIGMOD)
作者: Gkini, Orest Belmpas, Theofilos Koutrika, Georgia Ioannidis, Yannis Athena Res Ctr Athens Greece Univ Athens Athens Greece
text-to-sql systems allow users to explore relational databases by posing free-form queries, alleviating the need for using structured languages, such as sql. Although numerous systems have been developed so far, exis... 详细信息
来源: 评论
A Deep Dive into Deep Learning Approaches for text-to-sql Systems  21
A Deep Dive into Deep Learning Approaches for Text-to-SQL Sy...
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ACM SIGMOD International Conference on Management of Data (SIGMOD)
作者: Katsogiannis-Meimarakis, George Koutrika, Georgia Athena Res Ctr Athens Greece
Data is a prevalent part of every business and scientific domain, but its explosive volume and increasing complexity make data querying challenging even for experts. For this reason, numerous text-to-sql systems have ... 详细信息
来源: 评论
Similar Questions Correspond to Similar sql Queries: A Case-Based Reasoning Approach for text-to-sql Translation  29th
Similar Questions Correspond to Similar SQL Queries: A Case-...
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29th International Conference on Case-Based Reasoning (ICCBR)
作者: Yu, Wei Guo, Xiaoting Chen, Fei Chang, Tao Wang, Mengzhu Wang, Xiaodong Natl Univ Def Technol Coll Comp Changsha 410073 Peoples R China
Based on the natural truth that similar questions correspond to similar sql queries, a CBR-based approach is proposed to deal with the text-to-sql task in this paper. We follow the traditional CBR processes: similarit... 详细信息
来源: 评论
Chain-of-Program Prompting with Open-Source Large Language Models for text-to-sql
Chain-of-Program Prompting with Open-Source Large Language M...
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International Joint Conference on Neural Networks (IJCNN)
作者: Xu, Bo Li, Shufei Wu, Yifei Wei, Shouang Du, Ming Wang, Hongya Song, Hui Donghua Univ Sch Comp Sci & Technol Shanghai Peoples R China
text-to-sql is a fundamental natural language processing (NLP) task that involves translating natural language queries related to a specified relational database into sql queries. Recently, large language models (LLMs... 详细信息
来源: 评论
On Modern text-to-sql Semantic Parsing Methodologies for Natural Language Interface to Databases: A Comparative Study  5
On Modern Text-to-SQL Semantic Parsing Methodologies for Nat...
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5th International Conference on Artificial Intelligence in Information and Communication (ICAIIC)
作者: Visperas, Moses Adoptante, Aunhel John Borjal, Christalline Joie Abia, Ma. Teresita Catapang, Jasper Kyle Peramo, Elmer Adv Sci & Technol Inst Comp Software Div Dept Sci & Technol Quezon City Philippines Univ Birmingham Dept English Language & Linguist Birmingham England
NLIDB research has gained popularity recently, mainly as a means of enhancing outcomes and performance. This study makes an effort to give readers background information on how the subject has evolved recently using d... 详细信息
来源: 评论
Graph Reasoning Enhanced Language Models for text-to-sql  47
Graph Reasoning Enhanced Language Models for Text-to-SQL
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47th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
作者: Gong, Zheng Sun, Ying Hong Kong Univ Sci & Technol Thrust Artificial Intelligence Guangzhou Guangdong Peoples R China
text-to-sql parsing has attracted substantial attention recently due to its potential to remove barriers for non-expert end users interacting with databases. A key challenge in text-to-sql parsing is developing effect... 详细信息
来源: 评论
Valid text-to-sql Generation with Unification-Based DeepStochLog  18th
Valid Text-to-SQL Generation with Unification-Based DeepStoc...
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18th International Conference on Neural-Symbolic Learning and Reasoning (NeSy)
作者: Jiao, Ying De Raedt, Luc Marra, Giuseppe Katholieke Univ Leuven Dept Comp Sci Leuven AI B-3000 Leuven Belgium Orebro Univ AASS Orebro Sweden
Large language models have been used to translate natural language questions to sql queries. Without hard constraints on syntax and database schema, they occasionally produce invalid queries that are not executable. T... 详细信息
来源: 评论
Multi-hop Relational Graph Attention Network for text-to-sql Parsing
Multi-hop Relational Graph Attention Network for Text-to-SQL...
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International Joint Conference on Neural Networks (IJCNN)
作者: Liu, Hu Shi, Yuliang Zhang, Jianlin Wang, Xinjun Li, Hui Kong, Fanyu Shandong Univ Sch Software Jinan Peoples R China Dareway Software Co Ltd Jinan Peoples R China
text-to-sql aims to parse natural language problems into sql queries, which can provide a simple interface to access large databases enabling sql novices a quicker entry into databases. As the text-to-sql field is int... 详细信息
来源: 评论
PS-sql: Phrase-based Schema-Linking with Pre-trained Language Models for text-to-sql Parsing  6
PS-SQL: Phrase-based Schema-Linking with Pre-trained Languag...
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6th International Conference on Natural Language Processing (ICNLP)
作者: Lan, Zhibo Li, Shuangyin South China Normal Univ Sch Comp Sci Guangzhou Peoples R China
In the text-to-sql task, a significant challenge is enabling parsers to generalize effectively across diverse domains. Key to solving is schema-linking, which involves mapping words to the pertinent columns or tables ... 详细信息
来源: 评论