| Can Knowledge Graphs Simplify Text? | Aug 14, 2023 | DescriptiveKG-to-Text Generation | CodeCode Available | 1 | 5 |
| Deep Graph Convolutional Encoders for Structured Data to Text Generation | Oct 23, 2018 | Data-to-Text GenerationGraph-to-Sequence | CodeCode Available | 1 | 5 |
| Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models | Jun 3, 2021 | KG-to-Text GenerationMulti-Task Learning | CodeCode Available | 1 | 5 |
| GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation | Apr 13, 2022 | Data-to-Text GenerationGraph Attention | CodeCode Available | 1 | 5 |
| How to Train Your Agent to Read and Write | Jan 4, 2021 | KG-to-Text GenerationKnowledge Graphs | CodeCode Available | 1 | 5 |
| Investigating Pretrained Language Models for Graph-to-Text Generation | Jul 16, 2020 | AMR-to-Text GenerationData-to-Text Generation | CodeCode Available | 1 | 5 |
| JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs | Jun 19, 2021 | Graph ReconstructionKG-to-Text Generation | CodeCode Available | 1 | 5 |
| KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation | Oct 5, 2020 | Data-to-Text GenerationGeneral Knowledge | CodeCode Available | 1 | 5 |
| ENT-DESC: Entity Description Generation by Exploring Knowledge Graph | Apr 30, 2020 | Graph-to-SequenceKG-to-Text Generation | CodeCode Available | 1 | 5 |
| Modeling Global and Local Node Contexts for Text Generation from Knowledge Graphs | Jan 29, 2020 | Data-to-Text GenerationGraph-to-Sequence | CodeCode Available | 1 | 5 |
| Text Generation from Knowledge Graphs with Graph Transformers | Apr 4, 2019 | DecoderDialogue Generation | CodeCode Available | 1 | 5 |
| Toward Subgraph-Guided Knowledge Graph Question Generation with Graph Neural Networks | Apr 13, 2020 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency | Jul 2, 2022 | Heuristic SearchKG-to-Text Generation | CodeCode Available | 0 | 5 |
| FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation | Oct 25, 2023 | Data-to-Text GenerationDialogue Generation | CodeCode Available | 0 | 5 |
| Using Large Language Models for Zero-Shot Natural Language Generation from Knowledge Graphs | Jul 14, 2023 | KG-to-Text GenerationKnowledge Graphs | CodeCode Available | 0 | 5 |
| Handling Rare Items in Data-to-Text Generation | Nov 1, 2018 | Data-to-Text GenerationKG-to-Text Generation | CodeCode Available | 0 | 5 |
| WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset | Jul 20, 2021 | ArticlesConditional Text Generation | CodeCode Available | 0 | 5 |
| EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation | Oct 30, 2021 | KG-to-Text GenerationKnowledge Graphs | CodeCode Available | 0 | 5 |
| MGSA: Multi-Granularity Graph Structure Attention for Knowledge Graph-to-Text Generation | Sep 16, 2024 | KG-to-Text GenerationKnowledge Graphs | —Unverified | 0 | 0 |
| Knowledge Graph for NLG in the context of conversational agents | Jul 4, 2023 | KG-to-Text GenerationKnowledge Graphs | —Unverified | 0 | 0 |
| Generating Faithful Text From a Knowledge Graph with Noisy Reference Text | Aug 12, 2023 | Contrastive LearningDecoder | —Unverified | 0 | 0 |
| Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs | Jun 16, 2020 | Data-to-Text GenerationDecoder | —Unverified | 0 | 0 |
