SOTAVerified

Graph-to-Sequence

Mapping an input graph to a sequence of vectors.

Papers

Showing 1120 of 48 papers

TitleStatusHype
Modeling Global and Local Node Contexts for Text Generation from Knowledge GraphsCode1
Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language ModelCode1
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence ModelCode0
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence ModelCode0
Neural AMR: Sequence-to-Sequence Models for Parsing and GenerationCode0
Enhancing AMR-to-Text Generation with Dual Graph RepresentationsCode0
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-referenceCode0
Graph2Seq: Graph to Sequence Learning with Attention-based Neural NetworksCode0
Densely Connected Graph Convolutional Networks for Graph-to-Sequence LearningCode0
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence ModelCode0
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Benchmark Results

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