Representation

Fact-Driven Logical Reasoning for Machine Reading Comprehension AAAI 2024 Fast and Continual Knowledge Graph Embedding via Incremental LoRA IJCAI 2024 Feature Attribution with Necessity and Sufficiency via Dual-stage Perturbation Test for Causal Explanation ICML 2024 Feature Distribution on Graph Topology Mediates the Effect of Graph Convolution: Homophily Perspective ICML 2024 Few-shot Link Prediction on Hyper-relational Facts COLING 2024 Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024 Financial Product Ontology Population with Large Language Models ACL 2024 Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024 First Steps in Building a Knowledge Base of Mathematical Results ACL 2024 Foundation Model for Biomedical Graphs: Integrating Knowledge Graphs and Protein Structures to Large Language Models ACL 2024 From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks ICML 2024 From Graphs to Hypergraphs: Hypergraph Projection and its Reconstruction ICLR 2024 From Text to Historical Ecological Knowledge: The Construction and Application of the Shan Jing Knowledge Base COLING 2024 Generalized Taxonomy-Guided Graph Neural Networks IJCAI 2024 Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization ICML 2024 Generation of Visual Representations for Multi-Modal Mathematical Knowledge AAAI 2024 Generative Subgraph Retrieval for Knowledge Graph–Grounded Dialog Generation EMNLP 2024 Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024 Graph Distillation with Eigenbasis Matching ICML 2024 Graph Neural PDE Solvers with Conservation and Similarity-Equivariance ICML 2024 GraphVis: Boosting LLMs with Visual Knowledge Graph Integration NeurIPS 2024 HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces AAAI 2024 HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation CVPR 2024 HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models NeurIPS 2024 History Repeats Itself: A Baseline for Temporal Knowledge Graph Forecasting IJCAI 2024