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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
Don't Generate, Discriminate: A Proposal for Grounding Language Models to Real-World EnvironmentsCode1
A Sequential Flow Control Framework for Multi-hop Knowledge Base Question AnsweringCode1
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
Generating Questions from Wikidata Triples—0
A Method of Query Graph Reranking for Knowledge Base Question Answering—0
Better Query Graph Selection for Knowledge Base Question Answering—0
CBR-iKB: A Case-Based Reasoning Approach for Question Answering over Incomplete Knowledge Bases—0
ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question AnsweringCode1
Targeted Extraction of Temporal Facts from Textual Resources for Improved Temporal Question Answering over Knowledge Bases—0
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question AnsweringCode1
Knowledge Base Question Answering by Case-based Reasoning over SubgraphsCode1
Learning to Transpile AMR into SPARQL—0
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering—0
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge BasesCode0
Learning to Transpile AMR into SPARQL—0
Few-shot Multi-hop Question Answering over Knowledge Base—0
Injecting Numerical Reasoning Skills into Knowledge Base Question Answering ModelsCode0
Semantic Answer Type and Relation Prediction Task (SMART 2021)—0
ARCNN: A Semantic Enhanced Relation Detection Model for Knowledge Base Question Answering—0
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering—0
Calculating Question Similarity is Enough: A New Method for KBQA Tasks—0
A Chinese Multi-type Complex Questions Answering Dataset over Wikidata—0
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering—0
A Multi-label Multi-hop Relation Detection Model based on Relation-aware Sequence Generation—0
A Divide-And-Conquer Approach for Multi-label Multi-hop Relation Detection in Knowledge Base Question Answering—0
A Pretraining Numerical Reasoning Model for Ordinal Constrained Question Answering on Knowledge Base—0
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge GraphsCode1
Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings—0
Improving Embedded Knowledge Graph Multi-hop Question Answering by introducing Relational Chain ReasoningCode1
EDG-Based Question Decomposition for Complex Question Answering over Knowledge Bases—0
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases—0
RnG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question AnsweringCode1
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge BaseCode1
Complex Knowledge Base Question Answering: A SurveyCode1
ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question AnsweringCode0
Modeling Transitions of Focal Entities for Conversational Knowledge Base Question AnsweringCode1
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering—0
Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes—0
Exploiting Rich Syntax for Better Knowledge Base Question Answering—0
emrKBQA: A Clinical Knowledge-Base Question Answering DatasetCode0
NAMER: A Node-Based Multitasking Framework for Multi-Hop Knowledge Base Question AnsweringCode0
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions—0
Semantic Modeling for Food Recommendation Explanations—0
Case-based Reasoning for Natural Language Queries over Knowledge Bases—0
Type Prediction Systems—0
Knowledge Base Question Answering through Recursive Hypergraphs—0
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering—0
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision SignalsCode1
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