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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025
Why Multi-Interest Fairness Matters: Hypergraph Contrastive Multi-Interest Learning for Fair Conversational Recommender System ACL 2025
Detecting Honkadori based on Waka Embeddings NAACL 2025
Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025
Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025
Laniqo at WMT25 General Translation Task: Self-Improved and Retrieval-Augmented Translation EMNLP 2025
Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025
NarrativeMiners at SemEval-2025 Task 10: Combating Manipulative Narratives in Online News ACL 2025
HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning NAACL 2025
Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025
Adapting Multilingual Embedding Models to Historical Luxembourgish NAACL 2025
NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches ACL 2025
Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025
UMFN: Unified Multi-Domain Face Normalization for Joint Cross-domain Prototype Learning and Heterogeneous Face Recognition CVPR 2025
Oath Breakers at SemEval-2025 Task 06: PromiseEval ACL 2025
A Tale of Two Classes: Adapting Supervised Contrastive Learning to Binary Imbalanced Datasets CVPR 2025
scSiameseClu: A Siamese Clustering Framework for Interpreting Single-cell RNA Sequencing Data IJCAI 2025
Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization CVPR 2025
YNU-HPCC at SemEval-2025 Task 5: Contrastive Learning for GND Subject Tagging with Multilingual Sentence-BERT ACL 2025
Pay Attention to the Foreground in Object-Centric Learning CVPR 2025
CureGraph: Contrastive Multi-Modal Graph Representation Learning for Urban Living Circle Health Profiling and Prediction (Abstract Reprint) IJCAI 2025
Cross-Rejective Open-Set SAR Image Registration CVPR 2025
Beyond Citations: Integrating Finding-Based Relations for Improved Biomedical Article Representations ACL 2025
HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals EMNLP 2025
MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning WACV 2025