Embedding Learning

jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval EMNLP 2025 Joint Metric Space Embedding by Unbalanced Optimal Transport with Gromov–Wasserstein Marginal Penalization ICML 2025 Kernel-based Unsupervised Embedding Alignment for Enhanced Visual Representation in Vision-language Models ICML 2025 Kernel Quantile Embeddings and Associated Probability Metrics ICML 2025 KGCRR: An Effective Metric-Driven Knowledge Graph Completion Framework by Designing a Novel Upper Bound Function with Adaptive Approximation to Reciprocal Rank AAAI 2025 Knowledge Graph Completion with Relation-Aware Anchor Enhancement AAAI 2025 LA²I²F at SemEval-2025 Task 5: Reasoning in Embedding Space – Fusing Analogical and Ontology-based Reasoning for Document Subject Tagging SemEval 2025 LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025 Language Models are Universal Embedders ACL 2025 LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025 Large Language Models are Good Relational Learners ACL 2025 LatentHOI: On the Generalizable Hand Object Motion Generation with Latent Hand Diffusion. CVPR 2025 Latent Inter-User Difference Modeling for LLM Personalization EMNLP 2025 Latent Space Imaging CVPR 2025 LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025 LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations ACL 2025 Learning Contextual Retrieval for Robust Conversational Search EMNLP 2025 Learning Graph Node Embeddings by Smooth Pair Sampling AISTATS 2025 Learning on Model Weights using Tree Experts CVPR 2025 Learning Partial Graph Matching via Optimal Partial Transport ICLR 2025 Learning Structured Representations by Embedding Class Hierarchy with Fast Optimal Transport ICLR 2025 Learning the RoPEs: Better 2D and 3D Position Encodings with STRING ICML 2025 Learning Together Securely: Prototype-Based Federated Multi-Modal Hashing for Safe and Efficient Multi-Modal Retrieval AAAI 2025 Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025 Learning Word Embeddings from Glosses: A Multi-Loss Framework for Arabic Reverse Dictionary Tasks EMNLP 2025