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Graph-to-Sequence
Graph-to-Sequence
Mapping an input graph to a sequence of vectors.
Papers
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Showing 41–48 of 48 papers
Title
Date
Tasks
Status
Hype
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
May 24, 2019
Demand Forecasting
Graph-to-Sequence
Code
Code Available
0
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation
Apr 6, 2019
Data-to-Text Generation
Graph-to-Sequence
Code
Code Available
0
Structural Neural Encoders for AMR-to-text Generation
Mar 27, 2019
Abstract Meaning Representation
AMR-to-Text Generation
Code
Code Available
0
SQL-to-Text Generation with Graph-to-Sequence Model
Sep 14, 2018
Graph-to-Sequence
SQL-to-Text
Code
Code Available
0
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model
Aug 23, 2018
Graph-to-Sequence
Semantic Parsing
Code
Code Available
0
A Graph-to-Sequence Model for AMR-to-Text Generation
May 7, 2018
AMR-to-Text Generation
Graph-to-Sequence
Code
Code Available
0
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks
Apr 3, 2018
Decoder
Graph-to-Sequence
Code
Code Available
0
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation
Apr 26, 2017
AMR Parsing
Graph-to-Sequence
Code
Code Available
0
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All datasets
LDC2015E86
WebNLG
Benchmark Results
▼
LDC2015E86
2 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
GRN
BLEU
33.6
—
Unverified
2
GCNSEQ
BLEU
23.95
—
Unverified
▼
WebNLG
1 submissions
↑ higher is better
#
Model
Metric
Claimed
Verified
Status
1
CGE-LW
BLEU
63.69
—
Unverified
