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Knowledge Graph

702 directly classified papers

Papers per year

Papers

Training a Tucker Model With Shared Factors: a Riemannian Optimization Approach AISTATS 2024

Augmented Commonsense Knowledge for Remote Object Grounding AAAI 2024

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

KGDM: A Diffusion Model to Capture Multiple Relation Semantics for Knowledge Graph Embedding AAAI 2024

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models COLING 2024

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

Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ACL 2024

RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024

Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models ACL 2024

Panoptic Scene Graph Generation with Semantics-Prototype Learning AAAI 2024

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

Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models ACL 2024

ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024

ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold ACL 2024

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

CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph ACL 2024

Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024

Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion ACL 2024

Confidence is not Timeless: Modeling Temporal Validity for Rule-based Temporal Knowledge Graph Forecasting ACL 2024

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

Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models ACL 2024

Unlocking the Power of Large Language Models for Entity Alignment ACL 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