SOTAVerified

Graph Question Answering

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 78 papers

TitleStatusHype
Question Answering Over Spatio-Temporal Knowledge Graph—0
Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction—0
Temporal Knowledge Graph Question Answering: A Survey—0
Diagnosing and Addressing Pitfalls in KG-RAG Datasets: Toward More Reliable Benchmarking—0
Dynamic Few-Shot Learning for Knowledge Graph Question Answering—0
Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering—0
EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering—0
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering—0
Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs—0
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph—0
GraphSOS: Graph Sampling and Order Selection to Help LLMs Understand Graphs Better—0
A Neural Approach to KGQA via SPARQL Silhouette Generation—0
Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering—0
Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving—0
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering—0
Integrating Multi-Head Convolutional Encoders with Cross-Attention for Improved SPARQL Query Translation—0
Joint Multi-Facts Reasoning Network For Complex Temporal Question Answering Over Knowledge Graph—0
KaLM: Knowledge-aligned Autoregressive Language Modeling via Dual-view Knowledge Graph Contrastive Learning—0
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation—0
KG-RAG: Bridging the Gap Between Knowledge and Creativity—0
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering—0
Self-Improvement Programming for Temporal Knowledge Graph Question Answering—0
Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Using LLM—0
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models—0
Knowledge Graph Question Answering via SPARQL Silhouette Generation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GraphVQAAccuracy96.3—Unverified
2GCNAccuracy85.7—Unverified