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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training CVPR 2025
Conditional Semantic Textual Similarity via Conditional Contrastive Learning COLING 2025
AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment COLING 2025
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025
Train Once for All: A Transitional Approach for Efficient Aspect Sentiment Triplet Extraction EMNLP 2025
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025
SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation COLING 2025
Leveraging Peer-Informed Label Consistency for Robust Graph Neural Networks with Noisy Labels IJCAI 2025
Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025
LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks COLING 2025
Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025
Contrastive Learning on LLM Back Generation Treebank for Cross-domain Constituency Parsing ACL 2025
Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025
A Dual Contrastive Learning Framework for Enhanced Hate Speech Detection in Low-Resource Languages COLING 2025
Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network IJCAI 2025
Extracting the Essence and Discarding the Dross: Enhancing Code Generation with Contrastive Execution Feedback COLING 2025
Multi-Graph Co-Training for Capturing User Intent in Session-based Recommendation COLING 2025
Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025
Keys to Robust Edits: From Theoretical Insights to Practical Advances ACL 2025
AmpleHate: Amplifying the Attention for Versatile Implicit Hate Detection EMNLP 2025
Coupling Category Alignment for Graph Domain Adaptation IJCAI 2025
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025
Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness EMNLP 2025