conftrace_

knowledge graph

1837 papers

Explore in graph

Also known as

KG

Co-occurring keywords

large language model (13587) question answering (2963) graph neural network (3962) link prediction (624) retrieval-augmented generation (1592) multi-hop reasoning (423) relation extraction (919) information extraction (1090) representation learning (6206) graph embedding (349)

Papers

LeanRAG: Knowledge-Graph-Based Generation with Semantic Aggregation and Hierarchical Retrieval AAAI 2026

Beyond Chains: Bridging Large Language Models and Knowledge Bases in Complex Question Answering AAAI 2026

Why Isn’t Relational Learning Taking Over the World? AAAI 2026

SARA: Leveraging LLM Agents and Jurisprudential Ontologies for Automated Legal Reasoning AAAI 2026

AgentGraph: Trace-to-Graph Platform for Interactive Analysis and Robustness Testing in Agentic AI Systems AAAI 2026

Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation AAAI 2026

Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction AAAI 2026

CausalTrace: A Neurosymbolic Causal Analysis Agent for Smart Manufacturing AAAI 2026

Privacy-protected Retrieval-Augmented Generation for Knowledge Graph Question Answering AAAI 2026

GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning AAAI 2026

Hybrid-DMKG: A Hybrid Reasoning Framework over Dynamic Multimodal Knowledge Graphs for Multimodal Multihop QA with Knowledge Editing AAAI 2026

AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering ACL 2026

Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs EACL 2026

Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation EACL 2026

What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge EACL 2026

KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking EACL 2026

ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment EACL 2026

GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval EACL 2026

DRAGOn: Designing RAG On Periodically Updated Corpus EACL 2026

Thesis Proposal: Stability-Aware, Evidence-Grounded Knowledge Graph for Substance Use Disorders and Social Determinants of Health EACL 2026

TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action EACL 2026

SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations EACL 2026

Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval EACL 2026

Hierarchical User Intent Inference with Knowledge Graph Grounding EACL 2026

STEM: Structure-Tracing Evidence Mining for Knowledge Graphs-Driven Retrieval-Augmented Generation ACL 2026