Field-gating Seq2seq + dual attention + beam search

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Adversarial2 results

Text GenerationonWikiBio
ROUGE· 2017-11-27
41.65
SOTA
Table-to-text Generation by Structure-aware Seq2seq Learning arXiv:1711.09724
Text GenerationonWikiBio
BLEU· 2017-11-27
44.71
best: 44.89 (Field-gating Seq2seq + dual attention)
Table-to-text Generation by Structure-aware Seq2seq Learning arXiv:1711.09724

Natural Language Processing2 results

Table-to-Text GenerationonWikiBio
ROUGE· 2017-11-27
41.65
SOTA
Table-to-text Generation by Structure-aware Seq2seq Learning arXiv:1711.09724
Table-to-Text GenerationonWikiBio
BLEU· 2017-11-27
44.71
best: 44.89 (Field-gating Seq2seq + dual attention)
Table-to-text Generation by Structure-aware Seq2seq Learning arXiv:1711.09724