SOTAVerified

Graph-to-Sequence

Mapping an input graph to a sequence of vectors.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–48 of 48 papers

TitleStatusHype
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation—0
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks—0
Heterogeneous Graph Transformer for Graph-to-Sequence Learning—0
Learning to Encode Evolutionary Knowledge for Automatic Commenting Long Novels—0
GraphTTS: graph-to-sequence modelling in neural text-to-speech—0
Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model—0
AMR-To-Text Generation with Graph Transformer—0
Graph Transformer for Graph-to-Sequence LearningCode0
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence ModelCode0
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
SQL-to-Text Generation with Graph-to-Sequence ModelCode0
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence ModelCode0
A Graph-to-Sequence Model for AMR-to-Text GenerationCode0
Graph2Seq: Graph to Sequence Learning with Attention-based Neural NetworksCode0
Neural AMR: Sequence-to-Sequence Models for Parsing and GenerationCode0
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All datasetsLDC2015E86WebNLG

Benchmark Results

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