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      X-SQL: reinforce schema representation with context

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          Abstract

          In this work, we present X-SQL, a new network architecture for the problem of parsing natural language to SQL query. X-SQL proposes to enhance the structural schema representation with the contextual output from BERT-style pre-training model, and together with type information to learn a new schema representation for down-stream tasks. We evaluated X-SQL on the WikiSQL dataset and show its new state-of-the-art performance.

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          GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

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            Coarse-to-Fine Decoding for Neural Semantic Parsing

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              TypeSQL: Knowledge-Based Type-Aware Neural Text-to-SQL Generation

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                Author and article information

                Journal
                21 August 2019
                Article
                1908.08113
                c44e5564-ac00-4b39-804e-b9ee34c23642

                http://arxiv.org/licenses/nonexclusive-distrib/1.0/

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                cs.CL

                Theoretical computer science
                Theoretical computer science

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