| G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering | Feb 12, 2024 | Common Sense ReasoningGraph Classification | CodeCode Available | 4 |
| GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning | May 30, 2024 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 3 |
| TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models | Jun 20, 2024 | Graph Question AnsweringNode Classification | CodeCode Available | 2 |
| Generate-on-Graph: Treat LLM as both Agent and KG in Incomplete Knowledge Graph Question Answering | Apr 23, 2024 | Graph Question AnsweringHallucination | CodeCode Available | 2 |
| GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks | Feb 11, 2024 | Graph Question AnsweringInstruction Following | CodeCode Available | 2 |
| Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation | Dec 24, 2024 | Graph Question AnsweringHallucination | CodeCode Available | 1 |
| Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering | Oct 2, 2024 | Graph Question AnsweringQuestion Answering | CodeCode Available | 1 |
| CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering | Sep 29, 2024 | Graph Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models | Sep 5, 2024 | Answer GenerationGraph Question Answering | CodeCode Available | 1 |
| LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering | Jun 7, 2024 | Graph Question AnsweringLanguage Modeling | CodeCode Available | 1 |
| CR-LT-KGQA: A Knowledge Graph Question Answering Dataset Requiring Commonsense Reasoning and Long-Tail Knowledge | Mar 3, 2024 | Claim VerificationGraph Question Answering | CodeCode Available | 1 |
| NuTrea: Neural Tree Search for Context-guided Multi-hop KGQA | Oct 24, 2023 | Graph Question AnsweringProper Noun | CodeCode Available | 1 |
| Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems | Sep 28, 2023 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 1 |
| Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering | Sep 20, 2023 | Graph Question AnsweringLanguage Modeling | CodeCode Available | 1 |
| ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs | Oct 24, 2022 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 1 |
| μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications | Jul 23, 2022 | Entity AlignmentEntity Typing | CodeCode Available | 1 |
| Temporal knowledge graph question answering via subgraph reasoning | May 30, 2022 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 1 |
| Would You Ask it that Way? Measuring and Improving Question Naturalness for Knowledge Graph Question Answering | May 25, 2022 | Graph Question AnsweringNatural Questions | CodeCode Available | 1 |
| Knowledge Graph Question Answering Datasets and Their Generalizability: Are They Enough for Future Research? | May 13, 2022 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 1 |
| QALD-9-plus: A Multilingual Dataset for Question Answering over DBpedia and Wikidata Translated by Native Speakers | Jan 31, 2022 | Graph Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Knowledge Graph Question Answering Leaderboard: A Community Resource to Prevent a Replication Crisis | Jan 20, 2022 | Graph Question AnsweringQuestion Answering | CodeCode Available | 1 |
| TempoQR: Temporal Question Reasoning over Knowledge Graphs | Dec 10, 2021 | Entity EmbeddingsGraph Question Answering | CodeCode Available | 1 |
| Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning | Oct 25, 2021 | Graph Question AnsweringImplicit Relations | CodeCode Available | 1 |
| GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering | Apr 20, 2021 | Graph Neural NetworkGraph Question Answering | CodeCode Available | 1 |
| Knowledge Graph Question Answering using Graph-Pattern Isomorphism | Mar 11, 2021 | Domain AdaptationGraph Question Answering | CodeCode Available | 1 |
