Knowledge Graphs

EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs COLING 2024 Extract, Define, Canonicalize: An LLM-based Framework for Knowledge Graph Construction EMNLP 2024 Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP 2024 GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NeurIPS 2024 HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs ACL 2024 Improve Diverse Commonsense Generation by Enhancing Subgraphs ACML 2024 LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments EMNLP 2024 LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems EMNLP 2024 Media Attitude Detection via Framing Analysis with Events and their Relations EMNLP 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 Modeling Knowledge Graphs with Composite Reasoning AAAI 2024 NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024 ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024 Open-Set Graph Domain Adaptation via Separate Domain Alignment AAAI 2024 Prompt-fused Framework for Inductive Logical Query Answering COLING 2024 Question Calibration and Multi-Hop Modeling for Temporal Question Answering AAAI 2024 Right for Right Reasons: Large Language Models for Verifiable Commonsense Knowledge Graph Question Answering EMNLP 2024 Satyrn: A Platform for Analytics Augmented Generation EMNLP 2024 Semantic-Aware Multi-Label Adversarial Attacks CVPR 2024 SGFormer: Semantic Graph Transformer for Point Cloud-Based 3D Scene Graph Generation AAAI 2024 Talk like a Graph: Encoding Graphs for Large Language Models ICLR 2024 Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024 Unifying Generation and Prediction on Graphs with Latent Graph Diffusion NeurIPS 2024 Unsupervised Extraction of Dialogue Policies from Conversations EMNLP 2024 Why Not Use Your Textbook? Knowledge-Enhanced Procedure Planning of Instructional Videos CVPR 2024