Embedding Learning

DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning CVPR 2025 DINT Transformer EMNLP 2025 Direct Prompt Optimization with Continuous Representations ACL 2025 Discovering Semantic Subdimensions through Disentangled Conceptual Representations EMNLP 2025 Disentangling Linguistic Features with Dimension-Wise Analysis of Vector Embeddings NAACL 2025 Disentangling Representations through Multi-task Learning ICLR 2025 Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional Rotation COLING 2025 Distribution-Consistency-Guided Multi-modal Hashing AAAI 2025 Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025 DLSU at BEA 2025 Shared Task: Towards Establishing Baseline Models for Pedagogical Response Evaluation Tasks ACL 2025 Does VLM Classification Benefit from LLM Description Semantics? AAAI 2025 Don’t Reinvent the Wheel: Efficient Instruction-Following Text Embedding based on Guided Space Transformation ACL 2025 Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings EMNLP 2025 DReSD: Dense Retrieval for Speculative Decoding ACL 2025 Dynamic Injection of Entity Knowledge into Dense Retrievers EMNLP 2025 Eagle: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders ICLR 2025 Effective and Efficient Representation Learning for Flight Trajectories AAAI 2025 Efficient and Versatile Model for Multilingual Information Retrieval of Islamic Text: Development and Deployment in Real-World Scenarios EMNLP 2025 E-Gen: Leveraging E-Graphs to Improve Continuous Representations of Symbolic Expressions NAACL 2025 Embedding-Converter: A Unified Framework for Cross-Model Embedding Transformation ACL 2025 Embeddings for Numerical Features Using tanh Activation ACL 2025 EmbedLLM: Learning Compact Representations of Large Language Models ICLR 2025 EMO: Embedding Model Distillation via Intra-Model Relation and Optimal Transport Alignments EMNLP 2025 Endogenous Recovery via Within-modality Prototypes for Incomplete Multimodal Hashing IJCAI 2025 Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning ACL 2025