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Knowledge Graphs

205 directly classified papers

Papers per year

Papers

HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024

LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems EMNLP 2024

LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024

CAD-SIGNet: CAD Language Inference from Point Clouds using Layer-wise Sketch Instance Guided Attention CVPR 2024

CHisIEC: An Information Extraction Corpus for Ancient Chinese History COLING 2024

Media Attitude Detection via Framing Analysis with Events and their Relations EMNLP 2024

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

Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024

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

Unifying Generation and Prediction on Graphs with Latent Graph Diffusion NIPS 2024

CNEQ: Incorporating numbers into Knowledge Graph Reasoning EMNLP 2024

Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024

Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024

NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024

MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024

Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024

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

Modeling Knowledge Graphs with Composite Reasoning AAAI 2024

SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation AAAI 2024

Question Calibration and Multi-Hop Modeling for Temporal Question Answering AAAI 2024

Deep Learning on Graphs: A Data-Centric Exploration AAAI 2024

Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024

Unsupervised Extraction of Dialogue Policies from Conversations EMNLP 2024

EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs COLING 2024

Semantic-Aware Multi-Label Adversarial Attacks CVPR 2024