← Keywords

contrastive learning

3979 papers

Explore in graph

Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024
Robust Unsupervised Domain Adaptation Through Negative-View Regularization WACV 2024
Event-enhanced Retrieval in Real-time Search COLING 2024
Data-Efficient Contrastive Language-Image Pretraining: Prioritizing Data Quality over Quantity AISTATS 2024
CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information EACL 2024
Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces EACL 2024
Non-Neighbors Also Matter to Kriging: A New Contrastive-Prototypical Learning AISTATS 2024
Enhancing Aspect Sentiment Quad Prediction through Dual-Sequence Data Augmentation and Contrastive Learning ACML 2024
A Self-explaining Neural Architecture for Generalizable Concept Learning IJCAI 2024
Self-Promoted Clustering-based Contrastive Learning for Brain Networks Pretraining IJCAI 2024
IITK at SemEval-2024 Task 1: Contrastive Learning and Autoencoders for Semantic Textual Relatedness in Multilingual Texts SEMEVAL 2024
Challenges at SemEval 2024 Task 7: Contrastive Learning Approach on Numeral-Aware Language Generation SEMEVAL 2024
Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text SEMEVAL 2024
CaresAI at SemEval-2024 Task 2: Improving Natural Language Inference in Clinical Trial Data using Model Ensemble and Data Explanation SEMEVAL 2024
Semantic Role Labeling Guided Out-of-distribution Detection COLING 2024
PromptStream: Self-Supervised News Story Discovery Using Topic-Aware Article Representations COLING 2024
DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning COLING 2024
Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment COLING 2024
PLAES: Prompt-generalized and Level-aware Learning Framework for Cross-prompt Automated Essay Scoring COLING 2024
Mitigating Linguistic Artifacts in Emotion Recognition for Conversations from TV Scripts to Daily Conversations COLING 2024
Unsupervised Salient Instance Detection CVPR 2024
Robust Heterophilic Graph Learning against Label Noise for Anomaly Detection IJCAI 2024
FFF: Fixing Flawed Foundations in Contrastive Pre-Training Results in Very Strong Vision-Language Models CVPR 2024
Density-Guided Semi-Supervised 3D Semantic Segmentation with Dual-Space Hardness Sampling CVPR 2024
Bootstrapping Autonomous Driving Radars with Self-Supervised Learning CVPR 2024