Embedding Learning

GEAR: A Simple GENERATE, EMBED, AVERAGE AND RANK Approach for Unsupervised Reverse Dictionary COLING 2025 GeAR: Generation Augmented Retrieval ACL 2025 GenEOL: Harnessing the Generative Power of LLMs for Training-Free Sentence Embeddings NAACL 2025 Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025 GeoMM: On Geodesic Perspective for Multi-modal Learning CVPR 2025 Geo-Spatially Informed Models for Geocoding Unstructured Addresses COLING 2025 GEXIA: Granularity Expansion and Iterative Approximation for Scalable Multi-Grained Video-Language Learning WACV 2025 GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025 Global and Local Entailment Learning for Natural World Imagery ICCV 2025 GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025 GMValuator: Similarity-based Data Valuation for Generative Models ICLR 2025 Gramian Multimodal Representation Learning and Alignment ICLR 2025 GRAML: Goal Recognition As Metric Learning IJCAI 2025 Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning ICML 2025 Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment EMNLP 2025 Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings EMNLP 2025 GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025 Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025 Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI 2025 HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025 HEISIR: Hierarchical Expansion of Inverted Semantic Indexing for Training-free Retrieval of Conversational Data using LLMs NAACL 2025 Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025 Hierarchy-Aware Pseudo Word Learning with Text Adaptation for Zero-Shot Composed Image Retrieval ICCV 2025 Highly Efficient Rotation-Invariant Spectral Embedding for Scalable Incomplete Multi-View Clustering AAAI 2025 Hildoc: Leveraging Hilbert Curve Representation for Accurate and Efficient Document Retrieval IJCNLP 2025