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Knowledge Graphs

205 directly classified papers

Papers per year

Papers

Fact Finder - Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs EACL 2026

CareerPathKG: Knowledge Graph Integrated Framework for Career Intelligence EACL 2026

TruthfulRAG: Resolving Factual-level Conflicts in Retrieval-Augmented Generation with Knowledge Graphs AAAI 2026

LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction EACL 2026

DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation AAAI 2026

My Climate CoPilot: A Question Answering System for Climate Adaptation in Agriculture ACL 2025

KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025

ArchiDocGen: Multi-Agent Framework for Expository Document Generation in the Architectural Industry ACL 2025

Correcting on Graph: Faithful Semantic Parsing over Knowledge Graphs with Large Language Models ACL 2025

Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings ACL 2025

EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025

PropRAG: Guiding Retrieval with Beam Search over Proposition Paths EMNLP 2025

What Is a Good Question? Assessing Question Quality via Meta-Fact Checking AAAI 2025

Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning ACL 2025

VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025

TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents ACL 2025

KnowRA: Knowledge Retrieval Augmented Method for Document-level Relation Extraction with Comprehensive Reasoning Abilities IJCAI 2025

Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025

Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering ACL 2025

Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025

Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025

Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025

Graph-Augmented Open-Domain Multi-Document Summarization COLING 2025

Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025

Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025