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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

Refining Idioms Semantics Comprehension via Contrastive Learning and Cross-Attention COLING 2024
Prior Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion COLING 2024
Multi-domain Hate Speech Detection Using Dual Contrastive Learning and Paralinguistic Features COLING 2024
MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024
M3: A Multi-Task Mixed-Objective Learning Framework for Open-Domain Multi-Hop Dense Sentence Retrieval COLING 2024
KCL: Few-shot Named Entity Recognition with Knowledge Graph and Contrastive Learning COLING 2024
Improving Role-Oriented Dialogue Summarization with Interaction-Aware Contrastive Learning COLING 2024
Improving Multi-view Document Clustering: Leveraging Multi-structure Processor and Hybrid Ensemble Clustering Module COLING 2024
HS-GC: Holistic Semantic Embedding and Global Contrast for Effective Text Clustering COLING 2024
Global and Local Hierarchical Prompt Tuning Framework for Multi-level Implicit Discourse Relation Recognition COLING 2024
Event Representation Learning with Multi-Grained Contrastive Learning and Triple-Mixture of Experts COLING 2024
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling COLING 2024
DP-CRE: Continual Relation Extraction via Decoupled Contrastive Learning and Memory Structure Preservation COLING 2024
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite COLING 2024
Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024
Sentence Representations via Gaussian Embedding EACL 2024
Injecting Wiktionary to improve token-level contextual representations using contrastive learning EACL 2024
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification EACL 2024
Unintended Bias Detection and Mitigation in Misogynous Memes EACL 2024
Improving Contrastive Learning in Emotion Recognition in Conversation via Data Augmentation and Decoupled Neutral Emotion EACL 2024
USMBA-NLP at SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials using Bert SEMEVAL 2024
Novel Class Discovery for Ultra-Fine-Grained Visual Categorization CVPR 2024
Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling NIPS 2024
Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning NIPS 2024
Self-Supervised Representation Learning from Arbitrary Scenarios CVPR 2024