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
SQL-to-Text Generation with Graph-to-Sequence ModelCode0
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text GenerationCode0
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand ForecastingCode0
Structural Neural Encoders for AMR-to-text GenerationCode0
Learning to Encode Evolutionary Knowledge for Automatic Commenting Long Novels—0
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks—0
Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model—0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation—0
DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums—0
Ask Question with Double Hints: Visual Question Generation with Answer-awareness and Region-reference—0
AMR-To-Text Generation with Graph Transformer—0
AMR-to-text Generation with Graph Structure Reconstruction and Coverage—0
Topic-Guided Abstractive Multi-Document Summarization—0
GraphMR: Graph Neural Network for Mathematical Reasoning—0
GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis—0
FragmentNet: Adaptive Graph Fragmentation for Graph-to-Sequence Molecular Representation Learning—0
Graph-to-Sequence Neural Machine Translation—0
Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models—0
GraphTTS: graph-to-sequence modelling in neural text-to-speech—0
Heterogeneous Graph Transformer for Graph-to-Sequence Learning—0
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation—0
Learning Axioms to Compute Verifiable Symbolic Expression Equivalence Proofs Using Graph-to-Sequence Networks—0
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All datasetsLDC2015E86WebNLG

Benchmark Results

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