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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 51–100 of 136 papers

TitleStatusHype
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
Injecting Numerical Reasoning Skills into Knowledge Base Question Answering ModelsCode0
Interactive Instance-based Evaluation of Knowledge Base Question AnsweringCode0
Knowledge Base Question Answering for Space Debris QueriesCode0
Knowledge Base Question Answering via Encoding of Complex Query GraphsCode0
Learning Representation Mapping for Relation Detection in Knowledge Base Question AnsweringCode0
Mixing Context Granularities for Improved Entity Linking on Question Answering Data across Entity CategoriesCode0
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question AnsweringCode0
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question AnsweringCode0
NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question AnsweringCode0
Question Answering over Linked Data with GPT-3Code0
Relation-Aware Question Answering for Heterogeneous Knowledge GraphsCode0
RetinaQA: A Robust Knowledge Base Question Answering Model for both Answerable and Unanswerable QuestionsCode0
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question AnsweringCode0
Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question AnsweringCode0
Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge BaseCode0
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset ConstructionCode0
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in DecodingCode0
Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering—0
Knowledge Base Question Answering: A Semantic Parsing Perspective—0
Better Query Graph Selection for Knowledge Base Question Answering—0
SPARQL query generation for complex question answering with BERT and BiLSTM-based model—0
Knowledge Base Question Answering through Recursive Hypergraphs—0
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation—0
Knowledge Base Relation Detection via Multi-View Matching—0
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering—0
A Method of Query Graph Reranking for Knowledge Base Question Answering—0
Learning to Transpile AMR into SPARQL—0
Learning to Transpile AMR into SPARQL—0
Make a Choice! Knowledge Base Question Answering with In-Context Learning—0
MASSIVE Multilingual Abstract Meaning Representation: A Dataset and Baselines for Hallucination Detection—0
MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering—0
A Learn-Then-Reason Model Towards Generalization in Knowledge Base Question Answering—0
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases—0
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering—0
Multi-Instance Learning for End-to-End Knowledge Base Question Answering—0
TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data—0
Targeted Extraction of Temporal Facts from Textual Resources for Improved Temporal Question Answering over Knowledge Bases—0
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering—0
Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes—0
Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings—0
A Survey on Semantic Parsing from the perspective of Compositionality—0
Pay More Attention to Relation Exploration for Knowledge Base Question Answering—0
Private LoRA Fine-tuning of Open-Source LLMs with Homomorphic Encryption—0
How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering—0
QAF: Frame Semantics-based Question Interpretation—0
Question Answering on Scholarly Knowledge Graphs—0
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering—0
Question Answering over Knowledge Base using Factual Memory Networks—0
Question Answering over Knowledge Base using Language Model Embeddings—0
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