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Graph Question Answering

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–78 of 78 papers

TitleStatusHype
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
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
UniOQA: A Unified Framework for Knowledge Graph Question Answering with Large Language Models—0
LLM-based Discriminative Reasoning for Knowledge Graph Question Answering—0
Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension—0
NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning—0
RoToR: Towards More Reliable Responses for Order-Invariant InputsCode0
Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question AnsweringCode0
Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and TasksCode0
PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering GroundingCode0
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic ParsingCode0
Konstruktor: A Strong Baseline for Simple Knowledge Graph Question AnsweringCode0
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning TaskCode0
Learning Efficient and Generalizable Graph Retriever for Knowledge-Graph Question AnsweringCode0
Leveraging LLMs in Scholarly Knowledge Graph Question AnsweringCode0
Q-NL Verifier: Leveraging Synthetic Data for Robust Knowledge Graph Question AnsweringCode0
BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical ScienceCode0
MST5 -- Multilingual Question Answering over Knowledge GraphsCode0
An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question AnsweringCode0
GETT-QA: Graph Embedding based T2T Transformer for Knowledge Graph Question AnsweringCode0
NLQxform: A Language Model-based Question to SPARQL TransformerCode0
NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering DatasetCode0
Enhancing SPARQL Generation by Triplet-order-sensitive Pre-trainingCode0
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Benchmark Results

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