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Metric Learning

2800 directly classified papers

Papers per year

Papers

Towards Database-Free Text-to-SQL Evaluation: A Graph-Based Metric for Functional Correctness COLING 2025
LogiCoL: Logically-Informed Contrastive Learning for Set-based Dense Retrieval EMNLP 2025
Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction AAAI 2025
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning EMNLP 2025
GRAML: Goal Recognition As Metric Learning IJCAI 2025
Harmonizing Diverse Models: A Layer-wise Merging Strategy for Consistent Generation EMNLP 2025
Multi-Modal Entities Matter: Benchmarking Multi-Modal Entity Alignment COLING 2025
Characterizing the Role of Similarity in the Property Inferences of Language Models NAACL 2025
UniBuc at SemEval-2025 Task 9: Similarity Approaches to Classification ACL 2025
Distributed Cascaded Manifold Hashing Network for Compact Image Set Representation IJCAI 2025
Few-shot Personalized Scanpath Prediction CVPR 2025
Enhancing Multimodal Entity Linking with Jaccard Distance-based Conditional Contrastive Learning and Contextual Visual Augmentation NAACL 2025
Semi-Supervised Online Cross-Modal Hashing AAAI 2025
Efficient Visual Place Recognition Through Multimodal Semantic Knowledge Integration ICCV 2025
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation COLING 2025
AstroLoc: Robust Space to Ground Image Localizer ICCV 2025
MAD Speech: Measures of Acoustic Diversity of Speech NAACL 2025
Who leads? Who follows? Temporal dynamics of political dogwhistles in Swedish online communities ACL 2025
G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection ICCV 2025
DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check ACL 2025
Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation COLING 2025
Beyond the Surface: A Solution-Aware Retrieval Model for Competition-level Code Generation EMNLP 2025
Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning ACL 2025
Few-Shot Fine-Grained Image Classification with Progressively Feature Refinement and Continuous Relationship Modeling AAAI 2025
XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification IJCNLP 2025