| Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems | Sep 28, 2023 | Graph Question AnsweringKnowledge Graphs | CodeCode Available | 1 |
| Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Using LLM | Sep 20, 2023 | Graph Question AnsweringKnowledge Graphs | —Unverified | 0 |
| 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 |
| Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering | Jun 7, 2023 | Graph Question AnsweringLanguage Modeling | —Unverified | 0 |
| The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing | May 24, 2023 | Graph Question AnsweringQuestion Answering | CodeCode Available | 0 |
| GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question Answering | Mar 23, 2023 | Graph EmbeddingGraph Question Answering | CodeCode Available | 0 |
| An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering | Mar 18, 2023 | Graph Question AnsweringKnowledge Distillation | CodeCode Available | 0 |
| Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering | Feb 24, 2023 | Graph Question AnsweringKnowledge Graphs | —Unverified | 0 |
| Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension | Dec 19, 2022 | Entity EmbeddingsGraph Neural Network | —Unverified | 0 |
| Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task | Dec 7, 2022 | DecoderGraph Question Answering | CodeCode Available | 0 |
| 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 |
| Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph | Nov 20, 2021 | Answer SelectionGraph Question Answering | —Unverified | 0 |
| A Neural Approach to KGQA via SPARQL Silhouette Generation | Nov 16, 2021 | Graph Question AnsweringMachine Translation | —Unverified | 0 |
| Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning | Oct 25, 2021 | Graph Question AnsweringImplicit Relations | CodeCode Available | 1 |
| NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset | Sep 22, 2021 | Graph Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Knowledge Graph Question Answering via SPARQL Silhouette Generation | Sep 6, 2021 | Graph Question AnsweringKnowledge Graphs | —Unverified | 0 |
| Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction | Apr 27, 2021 | Graph EmbeddingGraph Question Answering | —Unverified | 0 |
| GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering | Apr 20, 2021 | Graph Neural NetworkGraph Question Answering | CodeCode Available | 1 |
| Complex Factoid Question Answering with a Free-Text Knowledge Graph | Mar 23, 2021 | Graph Neural NetworkGraph Question Answering | —Unverified | 0 |
| Knowledge Graph Question Answering using Graph-Pattern Isomorphism | Mar 11, 2021 | Domain AdaptationGraph Question Answering | CodeCode Available | 1 |
| SPARQL as a Foreign Language | Aug 25, 2017 | Graph Question AnsweringKnowledge Base Question Answering | CodeCode Available | 1 |
