embedding learning

ATRI: Mitigating Multilingual Audio Text Retrieval Inconsistencies by Reducing Data Distribution Errors ACL 2025 Automatic concept extraction for learning domain modeling: A weakly supervised approach using contextualized word embeddings ACL 2025 BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025 Beyond instruction-conditioning, MoTE: Mixture of Task Experts for Multi-task Embedding Models ACL 2025 Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025 CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025 CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025 Conditional Dichotomy Quantification via Geometric Embedding ACL 2025 Controllable Clustering with LLM-driven Embeddings EMNLP 2025 DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation EMNLP 2025 Diffusion Bridge: Leveraging Diffusion Model to Reduce the Modality Gap Between Text and Vision for Zero-Shot Image Captioning CVPR 2025 EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs ACL 2025 EditCLIP: Representation Learning for Image Editing ICCV 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 Embeddings for Numerical Features Using tanh Activation ACL 2025 EmbedLLM: Learning Compact Representations of Large Language Models ICLR 2025 Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025 Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025 Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025 Examining Multilingual Embedding Models Cross-Lingually Through LLM-Generated Adversarial Examples EMNLP 2025 Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval ICLR 2025 Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025 Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025 Generation-Augmented Retrieval: Rethinking the Role of Large Language Models in Zero-Shot Relation Extraction EMNLP 2025