Artificial Intelligence › Core AI ›

Knowledge Graph

702 directly classified papers

Papers per year

Papers

Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection AAAI 2024

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024

Unlocking the Power of Large Language Models for Entity Alignment ACL 2024

Physics-Informed Graph Neural Networks for Water Distribution Systems AAAI 2024

Knowledge-Powered Recommendation for an Improved Diet Water Footprint AAAI 2024

Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024

MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning ACL 2024

SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph ACL 2024

JellyBell at TextGraphs-17 Shared Task: Fusing Large Language Models with External Knowledge for Enhanced Question Answering ACL 2024

nlp_enjoyers at TextGraphs-17 Shared Task: Text-Graph Representations for Knowledge Graph Question Answering using all-MPNet ACL 2024

TIGFORMER at TextGraphs-17 Shared Task: A Late Interaction Method for text and Graph Representations in KBQA Classification Task ACL 2024

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

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

Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering EMNLP 2024

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

TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering ACL 2024

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

Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction EMNLP 2024

Argument-Aware Approach To Event Linking ACL 2024

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

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

Media Framing through the Lens of Event-Centric Narratives EMNLP 2024

Knowledge Graph-Enhanced Large Language Models via Path Selection ACL 2024

PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024

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