SOTAVerified

Graph-to-Sequence

Mapping an input graph to a sequence of vectors.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 31–40 of 48 papers

TitleStatusHype
Physics-informed neural networks for corrosion-fatigue prognosisCode1
Enhancing AMR-to-Text Generation with Dual Graph RepresentationsCode0
DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums—0
Densely Connected Graph Convolutional Networks for Graph-to-Sequence LearningCode0
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question GenerationCode0
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence ModelCode0
Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence ModelCode0
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand ForecastingCode0
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text GenerationCode0
Structural Neural Encoders for AMR-to-text GenerationCode0
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All datasetsLDC2015E86WebNLG

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GRNBLEU33.6—Unverified
2GCNSEQBLEU23.95—Unverified
#ModelMetricClaimedVerifiedStatus
1CGE-LWBLEU63.69—Unverified