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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 51–75 of 136 papers

TitleStatusHype
A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering—0
Temporal Knowledge Graph Question Answering: A Survey—0
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection—0
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable QuestionsCode0
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language ModelsCode0
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering—0
Relation-Aware Question Answering for Heterogeneous Knowledge GraphsCode0
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context LearningCode0
In-Context Learning for Knowledge Base Question Answering for Unmanned Systems based on Large Language Models—0
Robust NL-to-Cypher Translation for KBQA: Harnessing Large Language Model with Chain of Prompts—0
An In-Context Schema Understanding Method for Knowledge Base Question Answering—0
Data Distribution Bottlenecks in Grounding Language Models to Knowledge BasesCode0
Question Answering over Linked Data with GPT-3Code0
ADMUS: A Progressive Question Answering Framework Adaptable to Multiple Knowledge Sources—0
VisKoP: Visual Knowledge oriented Programming for Interactive Knowledge Base Question Answering—0
FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering—0
Knowledge Base Question Answering for Space Debris QueriesCode0
Make a Choice! Knowledge Base Question Answering with In-Context Learning—0
From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base—0
Pay More Attention to Relation Exploration for Knowledge Base Question Answering—0
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question AnsweringCode0
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question AlignmentCode0
Knowledge Base Question Answering: A Semantic Parsing Perspective—0
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering—0
Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question AnsweringCode0
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