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
FragmentNet: Adaptive Graph Fragmentation for Graph-to-Sequence Molecular Representation Learning—0
PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow PredictionCode1
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation—0
Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language ModelCode1
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-referenceCode0
UAlign: Pushing the Limit of Template-free Retrosynthesis Prediction with Unsupervised SMILES AlignmentCode1
Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantanderCode0
A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems—0
GraphMR: Graph Neural Network for Mathematical Reasoning—0
Topic-Guided Abstractive Multi-Document Summarization—0
Show:102550
← PrevPage 1 of 5Next →
All datasetsLDC2015E86WebNLG

Benchmark Results

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