Knowledge Graphs

PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024 Pluvial Flood Emulation with Hydraulics-informed Message Passing ICML 2024 Position: The Causal Revolution Needs Scientific Pragmatism ICML 2024 Predicting the Unpredictable: Uncertainty-Aware Reasoning over Temporal Knowledge Graphs via Diffusion Process ACL 2024 Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction EMNLP 2024 Predictive Performance Comparison of Decision Policies Under Confounding ICML 2024 Pretraining and Finetuning Language Models on Geospatial Networks for Accurate Address Matching EMNLP 2024 Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion AAAI 2024 Progressively Modality Freezing for Multi-Modal Entity Alignment ACL 2024 Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024 PropBank goes Public: Incorporation into Wikidata EACL 2024 Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment AAAI 2024 PyClause - Simple and Efficient Rule Handling for Knowledge Graphs IJCAI 2024 QAVSA: Question Answering using Vector Symbolic Algebras ACL 2024 Querying the Lexicon der indogermanischen Verben in the LiLa Knowledge Base: Two Use Cases COLING 2024 REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation ACL 2024 Recurrent Distance Filtering for Graph Representation Learning ICML 2024 Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors ICLR 2024 Retrieval and Reasoning on KGs: Integrate Knowledge Graphs into Large Language Models for Complex Question Answering EMNLP 2024 RulE: Knowledge Graph Reasoning with Rule Embedding ACL 2024 SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph ACL 2024 Scalable and Flexible Causal Discovery with an Efficient Test for Adjacency ICML 2024 Scaling Safe Multi-Agent Control for Signal Temporal Logic Specifications CoRL 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search AAAI 2024