Metric Learning

LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews ACL 2025 LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025 Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation COLING 2025 MA-DPR: Manifold-aware Distance Metrics for Dense Passage Retrieval EMNLP 2025 MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025 MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models EMNLP 2025 Mapping semantic networks to Dutch word embeddings as a diagnostic tool for cognitive decline EMNLP 2025 Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval ACL 2025 Meaningful Pose-Based Sign Language Evaluation EMNLP 2025 Metric-Agnostic Continual Learning for Sustainable Group Fairness AAAI 2025 Metric Compatible Training for Online Backfilling in Large-Scale Retrieval WACV 2025 Metric Distortion of Line-up Elections: The Right Person for the Right Job AAAI 2025 Metric-Driven Attributions for Vision Transformers ICLR 2025 Metric Learning in an RKHS UAI 2025 Mind Individual Information! Principal Graph Learning for Multimedia Recommendation AAAI 2025 Mind_Matrix at CQs-Gen 2025: Adaptive Generation of Critical Questions for Argumentative Interventions ACL 2025 Mitigate the Gap: Improving Cross-Modal Alignment in CLIP ICLR 2025 Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code ICCV 2025 Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings ACL 2025 Model Lineage Closeness Analysis AAAI 2025 MoR: Better Handling Diverse Queries with a Mixture of Sparse, Dense, and Human Retrievers EMNLP 2025 MSR: A Multifaceted Self-Retrieval Framework for Microscopic Cascade Prediction AAAI 2025 MuCoS: Efficient Drug–Target Discovery via Multi-Context-Aware Sampling in Knowledge Graphs ACL 2025 Multi-Facet Blending for Faceted Query-by-Example Retrieval ACL 2025 Multi-Modal Entities Matter: Benchmarking Multi-Modal Entity Alignment COLING 2025