| SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions | Jul 16, 2024 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 2 |
| Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation | Jun 26, 2024 | HallucinationKnowledge Base Question Answering | CodeCode Available | 2 |
| 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 |
| 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 |
| Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning | Oct 29, 2020 | Knowledge Base Question AnsweringMeta Reinforcement Learning | CodeCode Available | 1 |
| Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning | Oct 29, 2020 | Knowledge Base Question AnsweringMeta-Learning | CodeCode Available | 1 |
| Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering | Feb 22, 2024 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Neural Machine Translation for Query Construction and Composition | Jun 27, 2018 | Code GenerationKnowledge Base Question Answering | CodeCode Available | 1 |
| SeMantic AnsweR Type prediction task (SMART) at ISWC 2020 Semantic Web Challenge | Dec 1, 2020 | Knowledge Base Question AnsweringPrediction | CodeCode Available | 1 |
| Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering | Feb 27, 2022 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 |
| UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering | Dec 29, 2020 | Knowledge Base Question AnsweringOpen-Domain 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 |
| Benchmarking Geospatial Question Answering Engines using the Dataset GeoQuestions1089 | Nov 6, 2023 | BenchmarkingKnowledge Base Question Answering | CodeCode Available | 1 |
| RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering | Sep 17, 2021 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 1 |
| Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models | Feb 23, 2024 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 |
| A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering | Dec 1, 2022 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 |
| KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search | Jan 31, 2025 | Heuristic SearchKnowledge Base Question Answering | CodeCode Available | 1 |
| Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering | Aug 1, 2021 | Graph Neural NetworkKnowledge Base Question Answering | CodeCode Available | 1 |
| Question Decomposition Tree for Answering Complex Questions over Knowledge Bases | Jun 13, 2023 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 |
| RuBQ: A Russian Dataset for Question Answering over Wikidata | May 21, 2020 | Entity LinkingKnowledge Base Question Answering | CodeCode Available | 1 |
| SPARQL as a Foreign Language | Aug 25, 2017 | Graph Question AnsweringKnowledge Base Question Answering | CodeCode Available | 1 |
| SRTK: A Toolkit for Semantic-relevant Subgraph Retrieval | May 6, 2023 | Entity LinkingInformation Retrieval | CodeCode Available | 1 |
| FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering | Aug 23, 2023 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Few-shot In-context Learning for Knowledge Base Question Answering | May 2, 2023 | In-Context LearningKnowledge Base Question Answering | CodeCode Available | 1 |
| 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 |
| ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering | Apr 17, 2022 | Knowledge Base Question AnsweringProgram induction | CodeCode Available | 1 |
| Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases | Mar 6, 2019 | Information RetrievalKnowledge Base Question Answering | CodeCode Available | 1 |
| Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA | Aug 28, 2023 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 |
| A Universal Question-Answering Platform for Knowledge Graphs | Mar 1, 2023 | Knowledge Base Question AnsweringKnowledge Graphs | CodeCode Available | 1 |
| 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 |
| KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning | Sep 4, 2019 | Common Sense ReasoningKnowledge Base Question Answering | CodeCode Available | 1 |
| Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs | Nov 1, 2021 | graph constructionGraph Generation | CodeCode Available | 1 |
| Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base | Sep 8, 2021 | DecoderGraph Generation | CodeCode Available | 1 |
| Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals | Jan 11, 2021 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 |
| 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 |
| Complex Knowledge Base Question Answering: A Survey | Aug 15, 2021 | Information RetrievalKnowledge Base Question Answering | CodeCode Available | 1 |
| Knowledge Base Question Answering by Case-based Reasoning over Subgraphs | Feb 22, 2022 | Knowledge Base Question AnsweringQuestion Answering | CodeCode Available | 1 |
| 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 |
| Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning | Oct 18, 2024 | HallucinationKnowledge Base Question Answering | CodeCode Available | 1 |
| Case-based Reasoning for Natural Language Queries over Knowledge Bases | Apr 18, 2021 | Knowledge Base Question AnsweringNatural Language Queries | —Unverified | 0 |
| Calculating Question Similarity is Enough: A New Method for KBQA Tasks | Nov 15, 2021 | Entity LinkingKnowledge Base Question Answering | —Unverified | 0 |
| A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering | Aug 1, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| ARCNN: A Semantic Enhanced Relation Detection Model for Knowledge Base Question Answering | Nov 16, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| A Method of Query Graph Reranking for Knowledge Base Question Answering | Apr 27, 2022 | Graph RankingKnowledge Base Question Answering | —Unverified | 0 |
| A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering | Jun 20, 2024 | Knowledge Base Question AnsweringLanguage Modelling | —Unverified | 0 |
| Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering | May 20, 2025 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering | Jun 26, 2023 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| Better Query Graph Selection for Knowledge Base Question Answering | Apr 27, 2022 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| A Pretraining Numerical Reasoning Model for Ordinal Constrained Question Answering on Knowledge Base | Nov 1, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
| A Chinese Multi-type Complex Questions Answering Dataset over Wikidata | Nov 11, 2021 | Knowledge Base Question AnsweringQuestion Answering | —Unverified | 0 |
