entity representation

Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph EMNLP 2025 DLTKG: Denoising Logic-based Temporal Knowledge Graph Reasoning EMNLP 2025 ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction EMNLP 2025 Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025 Knowledge Graph Pooling and Unpooling for Concept Abstraction COLING 2025 On The Origin of Cultural Biases in Language Models: From Pre-training Data to Linguistic Phenomena NAACL 2025 On the Representations of Entities in Auto-regressive Large Language Models EMNLP 2025 Probing Relative Interaction and Dynamic Calibration in Multi-modal Entity Alignment ACL 2025 Should We Use a Fixed Embedding Size? Customized Dimension Sizes for Knowledge Graph Embedding COLING 2025 Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation AAAI 2025 A Dual-Way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking AAAI 2024 Deriving Entity-Specific Embeddings from Multi-Entity Sequences COLING 2024 DynaSemble: Dynamic Ensembling of Textual and Structure-Based Models for Knowledge Graph Completion ACL 2024 Knowledge Context Modeling with Pre-trained Language Models for Contrastive Knowledge Graph Completion ACL 2024 Large Language Models Can Learn Representation in Natural Language ACL 2024 MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities AAAI 2024 Natural Evolution-based Dual-Level Aggregation for Temporal Knowledge Graph Reasoning EMNLP 2024 Select and Augment: Enhanced Dense Retrieval Knowledge Graph Augmentation (Abstract Reprint) AAAI 2024 Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024 Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion COLING 2024 A Read-and-Select Framework for Zero-shot Entity Linking EMNLP 2023 Biomedical Language Models are Robust to Sub-optimal Tokenization ACL 2023 Double-Branch Multi-Attention based Graph Neural Network for Knowledge Graph Completion ACL 2023 Dual Cache for Long Document Neural Coreference Resolution ACL 2023 Hierarchical Abstraction for Combinatorial Generalization in Object Rearrangement ICLR 2023