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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 110 of 136 papers

TitleStatusHype
iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering0
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering0
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption0
MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering0
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form GenerationCode0
KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree SearchCode1
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data0
CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM EraCode1
Paths-over-Graph: Knowledge Graph Empowered Large Language Model ReasoningCode1
SAKA: An Intelligent Platform for Semi-automated Knowledge Graph Construction and Application0
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