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SQL-to-text generation on WikiSQL

38.97BLEU-4Graph2Seq-PGE
14.779621.059827.3433.6202Sep 14, 2018

Evaluation results

MethodLinks
Graph2Seq-PGEgraph_embedding=pooling-based2018.0938.973.8179.2
Graph2Seq-NGEgraph_embedding=node-based2018.0934.283.2675.3
Tree2Seq2018.0926.672.766.8
Seq2Seq + Copymechanism=attention-based, copy_mechanism=true2018.0924.122.6564.5
Seq2Seqmechanism=attention-based2018.0920.912.5462.1
Template2018.0915.711.5—