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Knowledge Graph

702 directly classified papers

Papers per year

Papers

Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion AAAI 2024

Link Prediction in Multilayer Networks via Cross-Network Embedding AAAI 2024

Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024

Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024

TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs NIPS 2024

Educational Material to Knowledge Graph Conversion: A Methodology to Enhance Digital Education ACL 2024

KGTS: Contrastive Trajectory Similarity Learning over Prompt Knowledge Graph Embedding AAAI 2024

Argument-Aware Approach To Event Linking ACL 2024

Improving LLM-based KGQA for multi-hop Question Answering with implicit reasoning in few-shot examples ACL 2024

Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion ACL 2024

PEK: A Parameter-Efficient Framework for Knowledge-Grounded Dialogue Generation ACL 2024

Modeling Knowledge Graphs with Composite Reasoning AAAI 2024

LAFA: Multimodal Knowledge Graph Completion with Link Aware Fusion and Aggregation AAAI 2024

MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024

Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024

Leveraging Graph Structures to Detect Hallucinations in Large Language Models ACL 2024

Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024

Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024

KG-Adapter: Enabling Knowledge Graph Integration in Large Language Models through Parameter-Efficient Fine-Tuning ACL 2024

Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ACL 2024

Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ACL 2024

DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs ACL 2024

Augmented Commonsense Knowledge for Remote Object Grounding AAAI 2024

Compositional Generalization with Grounded Language Models ACL 2024