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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 101–136 of 136 papers

TitleStatusHype
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
Temporal Knowledge Graph Question Answering: A Survey—0
The combination of context information to enhance simple question answering—0
The Value of Semantic Parse Labeling for Knowledge Base Question Answering—0
Type Prediction Systems—0
Improving Knowledge-aware Dialogue Generation via Knowledge Base Question AnsweringCode0
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question AlignmentCode0
Data Distribution Bottlenecks in Grounding Language Models to Knowledge BasesCode0
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context LearningCode0
Fine-Grained Stateful Knowledge Exploration: A Novel Paradigm for Integrating Knowledge Graphs with Large Language ModelsCode0
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph 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
Learning Representation Mapping for Relation Detection in Knowledge Base Question AnsweringCode0
AMUSE: Multilingual Semantic Parsing for Question Answering over Linked DataCode0
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
Knowledge Base Question Answering via Encoding of Complex Query GraphsCode0
Knowledge Base Question Answering for Space Debris QueriesCode0
Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question AnsweringCode0
Interactive Instance-based Evaluation of Knowledge Base Question AnsweringCode0
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge BasesCode0
Falcon 2.0: An Entity and Relation Linking Tool over WikidataCode0
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form GenerationCode0
Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge BaseCode0
Semantic Parsing with Candidate Expressions for Knowledge Base Question AnsweringCode0
Leveraging Abstract Meaning Representation for Knowledge Base Question AnsweringCode0
SPARKLE: Enhancing SPARQL Generation with Direct KG Integration in DecodingCode0
emrKBQA: A Clinical Knowledge-Base Question Answering DatasetCode0
Question Answering over Linked Data with GPT-3Code0
Injecting Numerical Reasoning Skills into Knowledge Base Question Answering ModelsCode0
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
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset ConstructionCode0
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