embedding alignment

Aligning the True Semantics: Constrained Decoupling and Distribution Sampling for Cross-Modal Alignment AAAI 2026 Multilingual-To-Multimodal (M2M): Unlocking New Languages with Monolingual Text EACL 2026 TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems AAAI 2026 Unpaired Multimodal Learning for Biological Datasets MIDL 2026 BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025 CalliReader: Contextualizing Chinese Calligraphy via an Embedding-Aligned Vision-Language Model ICCV 2025 ConShift: Sense-based Language Variation Analysis using Flexible Alignment NAACL 2025 Disentangled Graph Spectral Domain Adaptation ICML 2025 Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025 E-Verify: A Paradigm Shift to Scalable Embedding-based Factuality Verification EMNLP 2025 Extracting Conceptual Spaces from LLMs Using Prototype Embeddings EMNLP 2025 Gramian Multimodal Representation Learning and Alignment ICLR 2025 HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025 Joint Vision-Language Social Bias Removal for CLIP CVPR 2025 MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment ACL 2025 MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities EMNLP 2025 NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation SemEval 2025 ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification ACL 2025 QAEncoder: Towards Aligned Representation Learning in Question Answering Systems ACL 2025 SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs EMNLP 2025 SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025 Target Bias Is All You Need: Zero-Shot Debiasing of Vision-Language Models with Bias Corpus ICCV 2025 Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models ICCV 2025 UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers NAACL 2025 VideoAuteur: Towards Long Narrative Video Generation ICCV 2025