| FragmentNet: Adaptive Graph Fragmentation for Graph-to-Sequence Molecular Representation Learning | Feb 3, 2025 | Graph-to-SequenceMolecular Property Prediction | —Unverified | 0 |
| PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow Prediction | Dec 5, 2024 | feature selectionGraph-to-Sequence | CodeCode Available | 1 |
| EzSQL: An SQL intermediate representation for improving SQL-to-text Generation | Nov 28, 2024 | Graph-to-SequenceLanguage Modeling | —Unverified | 0 |
| Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model | Sep 11, 2024 | Data-to-Text GenerationGraph-to-Sequence | CodeCode Available | 1 |
| Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-reference | Jul 6, 2024 | Graph-to-SequenceImplicit Relations | CodeCode Available | 0 |
| UAlign: Pushing the Limit of Template-free Retrosynthesis Prediction with Unsupervised SMILES Alignment | Mar 25, 2024 | Graph-to-Sequencemolecular representation | CodeCode Available | 1 |
| Predicting Parking Lot Availability by Graph-to-Sequence Model: A Case Study with SmartSantander | Jun 21, 2022 | Graph-to-Sequence | CodeCode Available | 0 |
| A Graph-to-Sequence Model for Joint Intent Detection and Slot Filling in Task-Oriented Dialogue Systems | Nov 16, 2021 | Decoderglobal-optimization | —Unverified | 0 |
| GraphMR: Graph Neural Network for Mathematical Reasoning | Nov 1, 2021 | Graph Neural NetworkGraph-to-Sequence | —Unverified | 0 |
| Topic-Guided Abstractive Multi-Document Summarization | Oct 21, 2021 | Document SummarizationGraph-to-Sequence | —Unverified | 0 |
| Permutation invariant graph-to-sequence model for template-free retrosynthesis and reaction prediction | Oct 19, 2021 | Data AugmentationGraph-to-Sequence | CodeCode Available | 1 |
| AMR-to-text Generation with Graph Structure Reconstruction and Coverage | Sep 17, 2021 | AMR-to-Text GenerationGraph-to-Sequence | —Unverified | 0 |
| Proving Equivalence Between Complex Expressions Using Graph-to-Sequence Neural Models | Jun 1, 2021 | Graph-to-Sequencevalid | —Unverified | 0 |
| Ask Question with Double Hints: Visual Question Generation with Answer-awareness and Region-reference | Jan 1, 2021 | Graph-to-SequenceQuestion Generation | —Unverified | 0 |
| Learning Axioms to Compute Verifiable Symbolic Expression Equivalence Proofs Using Graph-to-Sequence Networks | Jan 1, 2021 | Graph-to-Sequence | —Unverified | 0 |
| GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis | Dec 3, 2020 | DecoderGraph Embedding | —Unverified | 0 |
| Graph-to-Sequence Neural Machine Translation | Sep 16, 2020 | Graph-to-SequenceMachine Translation | —Unverified | 0 |
| Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation | Jul 12, 2020 | DecoderGraph-to-Sequence | —Unverified | 0 |
| Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks | Jul 1, 2020 | AMR-to-Text GenerationGraph Attention | —Unverified | 0 |
| Heterogeneous Graph Transformer for Graph-to-Sequence Learning | Jul 1, 2020 | AMR-to-Text GenerationGraph-to-Sequence | —Unverified | 0 |
| GPT-too: A language-model-first approach for AMR-to-text generation | May 18, 2020 | AMR-to-Text GenerationData-to-Text Generation | CodeCode Available | 1 |
| A physics-informed neural network for wind turbine main bearing fatigue | May 5, 2020 | Graph RegressionGraph-to-Sequence | CodeCode Available | 1 |
| ENT-DESC: Entity Description Generation by Exploring Knowledge Graph | Apr 30, 2020 | Graph-to-SequenceKG-to-Text Generation | CodeCode Available | 1 |
| Learning to Encode Evolutionary Knowledge for Automatic Commenting Long Novels | Apr 21, 2020 | Comment GenerationGraph-to-Sequence | —Unverified | 0 |
| GraphTTS: graph-to-sequence modelling in neural text-to-speech | Mar 4, 2020 | Graph EmbeddingGraph-to-Sequence | —Unverified | 0 |
| Equivalence of Dataflow Graphs via Rewrite Rules Using a Graph-to-Sequence Neural Model | Feb 17, 2020 | Graph-to-Sequence | —Unverified | 0 |
| Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs | Jan 29, 2020 | Data-to-Text GenerationGraph-to-Sequence | CodeCode Available | 1 |
| AMR-To-Text Generation with Graph Transformer | Jan 1, 2020 | Abstract Meaning RepresentationAMR-to-Text Generation | —Unverified | 0 |
| Graph Transformer for Graph-to-Sequence Learning | Nov 18, 2019 | Abstract Meaning RepresentationAMR-to-Text Generation | CodeCode Available | 0 |
| Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model | Oct 19, 2019 | Graph Neural NetworkGraph-to-Sequence | CodeCode Available | 0 |
| Physics-informed neural networks for corrosion-fatigue prognosis | Sep 22, 2019 | Graph RegressionGraph-to-Sequence | CodeCode Available | 1 |
| Enhancing AMR-to-Text Generation with Dual Graph Representations | Sep 1, 2019 | Abstract Meaning RepresentationAMR-to-Text Generation | CodeCode Available | 0 |
| DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums | Aug 22, 2019 | DecoderGraph-to-Sequence | —Unverified | 0 |
| Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning | Aug 16, 2019 | Graph-to-SequenceMachine Translation | CodeCode Available | 0 |
| Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation | Aug 14, 2019 | Graph Neural NetworkGraph-to-Sequence | CodeCode Available | 0 |
| Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model | Jul 1, 2019 | ArticlesDecoder | CodeCode Available | 0 |
| Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model | Jun 4, 2019 | ArticlesComment Generation | CodeCode Available | 0 |
| STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting | May 24, 2019 | Demand ForecastingGraph-to-Sequence | CodeCode Available | 0 |
| Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation | Apr 6, 2019 | Data-to-Text GenerationGraph-to-Sequence | CodeCode Available | 0 |
| Structural Neural Encoders for AMR-to-text Generation | Mar 27, 2019 | Abstract Meaning RepresentationAMR-to-Text Generation | CodeCode Available | 0 |
| Fleet Prognosis with Physics-informed Recurrent Neural Networks | Jan 16, 2019 | Graph RegressionGraph-to-Sequence | CodeCode Available | 1 |
| Deep Graph Convolutional Encoders for Structured Data to Text Generation | Oct 23, 2018 | Data-to-Text GenerationGraph-to-Sequence | CodeCode Available | 1 |
| SQL-to-Text Generation with Graph-to-Sequence Model | Sep 14, 2018 | Graph-to-SequenceSQL-to-Text | CodeCode Available | 0 |
| Exploiting Rich Syntactic Information for Semantic Parsing with Graph-to-Sequence Model | Aug 23, 2018 | Graph-to-SequenceSemantic Parsing | CodeCode Available | 0 |
| Graph-to-Sequence Learning using Gated Graph Neural Networks | Jun 26, 2018 | Graph-to-SequenceMachine Translation | CodeCode Available | 1 |
| A Graph-to-Sequence Model for AMR-to-Text Generation | May 7, 2018 | AMR-to-Text GenerationGraph-to-Sequence | CodeCode Available | 0 |
| Graph2Seq: Graph to Sequence Learning with Attention-based Neural Networks | Apr 3, 2018 | DecoderGraph-to-Sequence | CodeCode Available | 0 |
| Neural AMR: Sequence-to-Sequence Models for Parsing and Generation | Apr 26, 2017 | AMR ParsingGraph-to-Sequence | CodeCode Available | 0 |
