| ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models | Oct 13, 2023 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 2 | 5 |
| Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation | Jun 26, 2024 | HallucinationKnowledge Base Question Answering | CodeCode Available | 2 | 5 |
| SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions | Jul 16, 2024 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 2 | 5 |
| Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering | Aug 1, 2021 | Graph Neural NetworkKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search | Jan 31, 2025 | Heuristic SearchKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Knowledge Base Question Answering by Case-based Reasoning over Subgraphs | Feb 22, 2022 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals | Jan 11, 2021 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering | Aug 23, 2023 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain Reasoning | Oct 25, 2021 | Graph Question AnsweringImplicit Relations | CodeCode Available | 1 | 5 |
| Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata | May 23, 2023 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 1 | 5 |
| KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning | Sep 4, 2019 | Common Sense ReasoningKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering | Apr 17, 2022 | Knowledge Base Question AnsweringProgram induction | CodeCode Available | 1 | 5 |
| Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family | Mar 14, 2023 | Knowledge Base Question AnsweringLanguage Modeling | CodeCode Available | 1 | 5 |
| Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning | Oct 29, 2020 | Knowledge Base Question AnsweringMeta Reinforcement Learning | CodeCode Available | 1 | 5 |
| Beyond I.I.D.: Three Levels of Generalization for Question Answering on Knowledge Bases | Nov 16, 2020 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering | Dec 1, 2022 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases | Mar 6, 2019 | Information RetrievalKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era | Dec 24, 2024 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 1 | 5 |
| Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA | Aug 28, 2023 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| Complex Knowledge Base Question Answering: A Survey | Aug 15, 2021 | Information RetrievalKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| A Universal Question-Answering Platform for Knowledge Graphs | Mar 1, 2023 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 1 | 5 |
| Benchmarking Geospatial Question Answering Engines using the Dataset GeoQuestions1089 | Nov 6, 2023 | BenchmarkingKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments | Dec 19, 2022 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Few-shot In-context Learning for Knowledge Base Question Answering | May 2, 2023 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base | Sep 8, 2021 | DecoderGraph Generation | CodeCode Available | 1 | 5 |
