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
Heterogeneous Graph Transformer for Graph-to-Sequence Learning—0
Learning Axioms to Compute Verifiable Symbolic Expression Equivalence Proofs Using Graph-to-Sequence Networks—0
Learning to Encode Evolutionary Knowledge for Automatic Commenting Long Novels—0
Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models—0
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation—0
Topic-Guided Abstractive Multi-Document Summarization—0
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
Densely Connected Graph Convolutional Networks for Graph-to-Sequence LearningCode0
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence ModelCode0
Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence ModelCode0
Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantanderCode0
Structural Neural Encoders for AMR-to-text GenerationCode0
Reinforcement Learning Based Graph-to-Sequence Model for Natural Question GenerationCode0
Graph Transformer for Graph-to-Sequence LearningCode0
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-referenceCode0
SQL-to-Text Generation with Graph-to-Sequence ModelCode0
Graph2Seq: Graph to Sequence Learning with Attention-based Neural NetworksCode0
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
A Graph-to-Sequence Model for AMR-to-Text GenerationCode0
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All datasetsLDC2015E86WebNLG

Benchmark Results

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