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contrastive learning

4032 papers

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Also known as

CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024
DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning NIPS 2024
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning NIPS 2024
Semantic Feature Learning for Universal Unsupervised Cross-Domain Retrieval NIPS 2024
A probability contrastive learning framework for 3D molecular representation learning NIPS 2024
PLIP: Language-Image Pre-training for Person Representation Learning NIPS 2024
What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights NIPS 2024
Perspectives on Hate: General vs. Domain-Specific Models COLING 2024
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data COLING 2024
Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024
SentiCSE: A Sentiment-aware Contrastive Sentence Embedding Framework with Sentiment-guided Textual Similarity COLING 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users COLING 2024
Federated Document-Level Biomedical Relation Extraction with Localized Context Contrast COLING 2024
FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis COLING 2024
EmoTrans: Emotional Transition-based Model for Emotion Recognition in Conversation COLING 2024
Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization COLING 2024
Difficulty-Focused Contrastive Learning for Knowledge Tracing with a Large Language Model-Based Difficulty Prediction COLING 2024
Detecting Offensive Language in an Open Chatbot Platform COLING 2024
CTSM: Combining Trait and State Emotions for Empathetic Response Model COLING 2024
CORI: CJKV Benchmark with Romanization Integration - a Step towards Cross-lingual Transfer beyond Textual Scripts COLING 2024
Controllable Paraphrase Generation for Semantic and Lexical Similarities COLING 2024
CLHA: A Simple Yet Effective Contrastive Learning Framework for Human Alignment COLING 2024
CEPT: A Contrast-Enhanced Prompt-Tuning Framework for Emotion Recognition in Conversation COLING 2024
Adaptive Reinforcement Tuning Language Models as Hard Data Generators for Sentence Representation COLING 2024
FineCLIP: Self-distilled Region-based CLIP for Better Fine-grained Understanding NIPS 2024