| 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 |
