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Knowledge Graphs

205 directly classified papers

Papers per year

Papers

AlexUNLP-FMT at ClimateCheck Shared Task: Hybrid Retrieval with Adaptive Similarity Graph-based Reranking for Climate-related Social Media Claims Fact Checking ACL 2025

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

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

KG-CQR: Leveraging Structured Relation Representations in Knowledge Graphs for Contextual Query Retrieval EMNLP 2025

RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs EMNLP 2025

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

Investigating Language Preference of Multilingual RAG Systems ACL 2025

KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding ACL 2025

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

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

MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering ACL 2025

GNN-RAG: Graph Neural Retrieval for Efficient Large Language Model Reasoning on Knowledge Graphs ACL 2025

Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities EMNLP 2025

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

scRAG: Hybrid Retrieval-Augmented Generation for LLM-based Cross-Tissue Single-Cell Annotation 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

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

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

EventRAG: Enhancing LLM Generation with Event Knowledge Graphs ACL 2025

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

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

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

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

LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph AAAI 2025