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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

Showing 3140 of 136 papers

TitleStatusHype
KagNet: Knowledge-Aware Graph Networks for Commonsense ReasoningCode1
Question Decomposition Tree for Answering Complex Questions over Knowledge BasesCode1
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World EnvironmentsCode1
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement LearningCode1
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over WikidataCode1
Complex Knowledge Base Question Answering: A SurveyCode1
Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain ReasoningCode1
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree SearchCode1
Case-based Reasoning for Natural Language Queries over Knowledge Bases0
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