SOTAVerified

Graph-to-Sequence

Mapping an input graph to a sequence of vectors.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 11–20 of 48 papers

TitleStatusHype
ENT-DESC: Entity Description Generation by Exploring Knowledge GraphCode1
GPT-too: A language-model-first approach for AMR-to-text generationCode1
Ask Question with Double Hints: Visual Question Generation with Answer-awareness and Region-reference—0
Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model—0
Heterogeneous Graph Transformer for Graph-to-Sequence Learning—0
AMR-to-text Generation with Graph Structure Reconstruction and Coverage—0
DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums—0
GraphTTS: graph-to-sequence modelling in neural text-to-speech—0
GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis—0
FragmentNet: Adaptive Graph Fragmentation for Graph-to-Sequence Molecular Representation Learning—0
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All datasetsLDC2015E86WebNLG

Benchmark Results

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