SOTAVerified

Graph Question Answering

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–78 of 78 papers

TitleStatusHype
BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical ScienceCode0
Temporal Knowledge Graph Question Answering: A Survey—0
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models—0
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering—0
KG-RAG: Bridging the Gap Between Knowledge and Creativity—0
Self-Improvement Programming for Temporal Knowledge Graph Question Answering—0
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering—0
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models—0
Question Answering Over Spatio-Temporal Knowledge Graph—0
Joint Multi-Facts Reasoning Network For Complex Temporal Question Answering Over Knowledge Graph—0
Leveraging LLMs in Scholarly Knowledge Graph Question AnsweringCode0
NLQxform: A Language Model-based Question to SPARQL TransformerCode0
PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering GroundingCode0
Answer Candidate Type Selection: Text-to-Text Language Model for Closed Book Question Answering Meets Knowledge Graphs—0
Knowledge Graph Question Answering for Materials Science (KGQA4MAT): Developing Natural Language Interface for Metal-Organic Frameworks Knowledge Graph (MOF-KG) Using LLM—0
Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering—0
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic ParsingCode0
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question AnsweringCode0
An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question AnsweringCode0
Time-aware Multiway Adaptive Fusion Network for Temporal Knowledge Graph Question Answering—0
Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension—0
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning TaskCode0
Graph-augmented Learning to Rank for Querying Large-scale Knowledge Graph—0
A Neural Approach to KGQA via SPARQL Silhouette Generation—0
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering DatasetCode0
Knowledge Graph Question Answering via SPARQL Silhouette Generation—0
Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction—0
Complex Factoid Question Answering with a Free-Text Knowledge Graph—0
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Benchmark Results

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