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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 11–20 of 48 papers
Title
Date
Tasks
Status
Hype
Score
Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs
Jan 29, 2020
Data-to-Text Generation
Graph-to-Sequence
Code
Code Available
1
5
Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model
Sep 11, 2024
Data-to-Text Generation
Graph-to-Sequence
Code
Code Available
1
5
Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model
Aug 23, 2018
Graph-to-Sequence
Semantic Parsing
Code
Code Available
0
5
Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model
Oct 19, 2019
Graph Neural Network
Graph-to-Sequence
Code
Code Available
0
5
Neural AMR: Sequence-to-Sequence Models for Parsing and Generation
Apr 26, 2017
AMR Parsing
Graph-to-Sequence
Code
Code Available
0
5
Enhancing AMR-to-Text Generation with Dual Graph Representations
Sep 1, 2019
Abstract Meaning Representation
AMR-to-Text Generation
Code
Code Available
0
5
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-reference
Jul 6, 2024
Graph-to-Sequence
Implicit Relations
Code
Code Available
0
5
Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks
Apr 3, 2018
Decoder
Graph-to-Sequence
Code
Code Available
0
5
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning
Aug 16, 2019
Graph-to-Sequence
Machine Translation
Code
Code Available
0
5
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model
Jul 1, 2019
Articles
Decoder
Code
Code Available
0
5
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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