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Knowledge Base Question Answering

Knowledge Base Q&A is the task of answering questions from a knowledge base.

( Image credit: Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering )

Papers

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Showing 26–50 of 136 papers

TitleStatusHype
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question AnsweringCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQACode1
A Universal Question-Answering Platform for Knowledge GraphsCode1
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM FamilyCode1
KagNet: Knowledge-Aware Graph Networks for Commonsense ReasoningCode1
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge GraphsCode1
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge BaseCode1
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision SignalsCode1
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over WikidataCode1
Complex Knowledge Base Question Answering: A SurveyCode1
Knowledge Base Question Answering by Case-based Reasoning over SubgraphsCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Paths-over-Graph: Knowledge Graph Empowered Large Language Model ReasoningCode1
Case-based Reasoning for Natural Language Queries over Knowledge Bases—0
Calculating Question Similarity is Enough: A New Method for KBQA Tasks—0
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering—0
ARCNN: A Semantic Enhanced Relation Detection Model for Knowledge Base Question Answering—0
A Method of Query Graph Reranking for Knowledge Base Question Answering—0
A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering—0
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering—0
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering—0
Better Query Graph Selection for Knowledge Base Question Answering—0
A Pretraining Numerical Reasoning Model for Ordinal Constrained Question Answering on Knowledge Base—0
A Chinese Multi-type Complex Questions Answering Dataset over Wikidata—0
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