Knowledge Graphs

Modelling Commonsense Commonalities with Multi-Facet Concept Embeddings ACL 2024 Modelling Microbial Communities with Graph Neural Networks ICML 2024 Modular Learning of Deep Causal Generative Models for High-dimensional Causal Inference ICML 2024 MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024 Multi-Granularity Sparse Relationship Matrix Prediction Network for End-to-End Scene Graph Generation ECCV 2024 Multimodal Reasoning with Multimodal Knowledge Graph ACL 2024 Multiply-Robust Causal Change Attribution ICML 2024 MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ACL 2024 NALA: an Effective and Interpretable Entity Alignment Method EMNLP 2024 Navigating Complexity: Toward Lossless Graph Condensation via Expanding Window Matching ICML 2024 NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning AAAI 2024 Neuro-Symbolic Integration for Reasoning and Learning on Knowledge Graphs AAAI 2024 NLP-KG: A System for Exploratory Search of Scientific Literature in Natural Language Processing ACL 2024 NU at WASSA 2024 Empathy and Personality Shared Task: Enhancing Personality Predictions with Knowledge Graphs; A Graphical Neural Network and LightGBM Ensemble Approach ACL 2024 ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs ACL 2024 ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model ACL 2024 On the Expressive Power of Spectral Invariant Graph Neural Networks ICML 2024 On the Identifiability of Switching Dynamical Systems ICML 2024 Ontologically Faithful Generation of Non-Player Character Dialogues EMNLP 2024 Open3DSG: Open-Vocabulary 3D Scene Graphs from Point Clouds with Queryable Objects and Open-Set Relationships CVPR 2024 Optimal Kernel Choice for Score Function-based Causal Discovery ICML 2024 Orchestrating Plasticity and Stability: A Continual Knowledge Graph Embedding Framework with Bio-Inspired Dual-Mask Mechanism ACML 2024 PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning ICML 2024 Parameter Estimation in DAGs from Incomplete Data via Optimal Transport ICML 2024 PEK: A Parameter-Efficient Framework for Knowledge-Grounded Dialogue Generation ACL 2024