| KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation | Dec 30, 2024 | Decision MakingGraph Question Answering | —Unverified | 0 |
| NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning | Dec 20, 2024 | Graph Question AnsweringNutrition | —Unverified | 0 |
| LLM-based Discriminative Reasoning for Knowledge Graph Question Answering | Dec 17, 2024 | Graph Question AnsweringQuestion Answering | —Unverified | 0 |
| Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks | Dec 17, 2024 | Domain GeneralizationGraph Learning | CodeCode Available | 0 |
| KaLM: Knowledge-aligned Autoregressive Language Modeling via Dual-view Knowledge Graph Contrastive Learning | Dec 6, 2024 | Contrastive LearningGraph Question Answering | —Unverified | 0 |
| Enhancing SPARQL Generation by Triplet-order-sensitive Pre-training | Oct 8, 2024 | Graph Question AnsweringLanguage Modeling | CodeCode Available | 0 |
| Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering | Sep 24, 2024 | Entity LinkingGraph Question Answering | CodeCode Available | 0 |
| Integrating Multi-Head Convolutional Encoders with Cross-Attention for Improved SPARQL Query Translation | Aug 24, 2024 | Graph Question AnsweringMachine Translation | —Unverified | 0 |
| MST5 -- Multilingual Question Answering over Knowledge Graphs | Jul 8, 2024 | DiversityGraph Question Answering | CodeCode Available | 0 |
| Dynamic Few-Shot Learning for Knowledge Graph Question Answering | Jul 1, 2024 | Few-Shot LearningGraph Question Answering | —Unverified | 0 |
