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UTILIZING LOGICAL-FORM DIALOGUE GENERATION FOR MULTI-TURN CONSTRUCTION OF PAIRED NATURAL LANGUAGE QUERIES AND QUERY-LANGUAGE REPRESENTATIONS
UTILIZING LOGICAL-FORM DIALOGUE GENERATION FOR MULTI-TURN CONSTRUCTION OF PAIRED NATURAL LANGUAGE QUERIES AND QUERY-LANGUAGE REPRESENTATIONS
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机译:利用逻辑形式对话生成,用于多圈构建配对自然语言查询和查询语言表示
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摘要
The present disclosure relates to systems, methods, and non-transitory computer-readable media for generating pairs of natural language queries and corresponding query-language representations. For example, the disclosed systems can generate a contextual representation of a prior-generated dialogue sequence to compare with logical-form rules. In some implementations, the logical-form rules comprise trigger conditions and corresponding logical-form actions for constructing a logical-form representation of a subsequent dialogue sequence. Based on the comparison to logical-form rules indicating satisfaction of one or more trigger conditions, the disclosed systems can perform logical-form actions to generate a logical-form representation of a subsequent dialogue sequence. In turn, the disclosed systems can apply a natural-language-to-query-language (NL2QL) template to the logical-form representation to generate a natural language query and a corresponding query-language representation for the subsequent dialogue sequence.
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