Metric Learning

Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications EMNLP 2025 Tracing Copied Pixels and Regularizing Patch Affinity in Copy Detection ICCV 2025 Trajectory-Dependent Generalization Bounds for Pairwise Learning with φ-mixing Samples IJCAI 2025 Transformer25 at SemEval-2025 Task 1: A similarity-based approach SemEval 2025 Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy ICLR 2025 TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding SemEval 2025 T-VEC: A Telecom-Specific Vectorization Model with Enhanced Semantic Understanding via Deep Triplet Loss Fine-Tuning EMNLP 2025 UMUTeam at SemEval-2025 Task 7: Multilingual Fact-Checked Claim Retrieval with XLM-RoBERTa and Self-Alignment Pretraining Strategy SemEval 2025 Uncertainty-Aware Global-View Reconstruction for Multi-View Multi-Label Feature Selection AAAI 2025 Uncertainty-Guided Metric Learning without Labels WACV 2025 UniBuc at SemEval-2025 Task 9: Similarity Approaches to Classification SemEval 2025 Unifying Dual-Space Embedding for Entity Alignment via Contrastive Learning COLING 2025 Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ACL 2025 Unveiling Differences in Generative Models: A Scalable Differential Clustering Approach CVPR 2025 Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection ACL 2025 Video-ColBERT: Contextualized Late Interaction for Text-to-Video Retrieval CVPR 2025 VimGeo: Efficient Cross-View Geo-Localization with Vision Mamba Architecture IJCAI 2025 Vision-guided Text Mining for Unsupervised Cross-modal Hashing with Community Similarity Quantization AAAI 2025 VLM2-Bench: A Closer Look at How Well VLMs Implicitly Link Explicit Matching Visual Cues ACL 2025 WatE: A Wasserstein t-distributed Embedding Method for Information-enriched Graph Visualization AAAI 2025 Weighted Point Set Embedding for Multimodal Contrastive Learning Toward Optimal Similarity Metric ICLR 2025 What can Large Language Models Capture about Code Functional Equivalence? NAACL 2025 Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025 XCOMPS: A Multilingual Benchmark of Conceptual Minimal Pairs ACL 2025 XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification IJCNLP 2025