SOTAVerified

Graph-to-Sequence

Mapping an input graph to a sequence of vectors.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–10 of 48 papers

TitleStatusHype
ENT-DESC: Entity Description Generation by Exploring Knowledge GraphCode1
PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow PredictionCode1
Graph-to-Sequence Learning using Gated Graph Neural NetworksCode1
A physics-informed neural network for wind turbine main bearing fatigueCode1
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
Fleet Prognosis with Physics-informed Recurrent Neural NetworksCode1
GPT-too: A language-model-first approach for AMR-to-text generationCode1
Deep Graph Convolutional Encoders for Structured Data to Text GenerationCode1
Permutation invariant graph-to-sequence model for template-free retrosynthesis and reaction predictionCode1
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All datasetsLDC2015E86WebNLG

Benchmark Results

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