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STRUCTURAL INFORMATION PRESERVING FOR GRAPH-TO-TEXT GENERATION
STRUCTURAL INFORMATION PRESERVING FOR GRAPH-TO-TEXT GENERATION
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机译:保留图形到文本生成的结构信息
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摘要
A method, computer program, and computer system for training a graph-to-text generation network is provided. Encoded graph information corresponding to a target sentence is received, and the encoded graph information is decoded based on a biaffine attention score. One or more loss values are determined based on the decoded information, whereby the text-to-graph generation network is trained by minimizing the one or more loss values. A first loss value is generated by reconstructing one or more triple relations based on the biaffine attention score, and a second loss value predicts the graph as a linearized sequence.
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