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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

LVP-M3: Language-aware Visual Prompt for Multilingual Multimodal Machine Translation EMNLP 2022
Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022
Momentum Contrastive Pre-training for Question Answering EMNLP 2022
Neural Machine Translation with Contrastive Translation Memories EMNLP 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning EMNLP 2022
COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning EMNLP 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022
Multi-Tenant Optimization For Few-Shot Task-Oriented FAQ Retrieval EMNLP 2022
KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL 2022
Exploring Compositional Image Retrieval with Hybrid Compositional Learning and Heuristic Negative Mining EMNLP 2022
Contrastive Learning from Extremely Augmented Skeleton Sequences for Self-Supervised Action Recognition AAAI 2022
Invariant Action Effect Model for Reinforcement Learning AAAI 2022
Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models ACL 2022
KNN-Contrastive Learning for Out-of-Domain Intent Classification ACL 2022
TransFG: A Transformer Architecture for Fine-Grained Recognition AAAI 2022
Prototypical speaker-interference loss for target voice separation using non-parallel audio samples INTERSPEECH 2022
Fine-grained Contrastive Learning for Definition Generation AACL 2022
No Stock is an Island: Learning Internal and Relational Attributes of Stocks with Contrastive Learning EMNLP 2022
Back to the Roots: Predicting the Source Domain of Metaphors using Contrastive Learning EMNLP 2022
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction EMNLP 2022
Attention-guided Contrastive Hashing for Long-tailed Image Retrieval IJCAI 2022