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Knowledge Graphs

261 papers

Papers per year

15
68
'20
'25

Papers

KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities IJCAI 2025
CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning NAACL 2025
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration NAACL 2025
How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion NIPS 2024
GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NIPS 2024
SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation AAAI 2024
Modeling Knowledge Graphs with Composite Reasoning AAAI 2024
MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024
Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024
Question Calibration and Multi-Hop Modeling for Temporal Question Answering AAAI 2024
Deep Learning on Graphs: A Data-Centric Exploration AAAI 2024
Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024
CAGK: Collaborative Aspect Graph Enhanced Knowledge-based Recommendation COLING 2024
CHisIEC: An Information Extraction Corpus for Ancient Chinese History COLING 2024
EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs COLING 2024
Prompt-fused Framework for Inductive Logical Query Answering COLING 2024
CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention CVPR 2024
Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024
Semantic-Aware Multi-Label Adversarial Attacks CVPR 2024
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024
Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024
Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024