Embedding Learning

Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging SemEval 2025 How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks using Metric Node Embeddings ICLR 2025 How Not to Stitch Representations to Measure Similarity: Task Loss Matching Versus Direct Matching AAAI 2025 How to Leverage Digit Embeddings to Represent Numbers? COLING 2025 HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization ACL 2025 I0T: Embedding Standardization Method Towards Zero Modality Gap ACL 2025 ICE-T: Interactions-aware Cross-column Contrastive Embedding for Heterogeneous Tabular Datasets AAAI 2025 IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification CVPR 2025 Identifying Emerging Concepts in Large Corpora NAACL 2025 iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models EMNLP 2025 Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025 Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025 iN2V: Bringing Transductive Node Embeddings to Inductive Graphs ICML 2025 Incomplete Multi-View Multi-label Learning via Disentangled Representation and Label Semantic Embedding CVPR 2025 Incorporating Dense Knowledge Alignment into Unified Multimodal Representation Models CVPR 2025 Inducing lexicons of in-group language with socio-temporal context ACL 2025 Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere AAAI 2025 Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation AAAI 2025 Interpretable Text Embeddings and Text Similarity Explanation: A Survey EMNLP 2025 Investigating Multi-layer Representations for Dense Passage Retrieval EMNLP 2025 Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes COLING 2025 IRSum: One Model to Rule Summarization and Retrieval ACL 2025 Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025 Iterative Sparse Attention for Long-sequence Recommendation AAAI 2025 It's a (Blind) Match! Towards Vision-Language Correspondence without Parallel Data CVPR 2025