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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Dictionary-Assisted Supervised Contrastive Learning EMNLP 2022
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task EMNLP 2022
Facilitating Contrastive Learning of Discourse Relational Senses by Exploiting the Hierarchy of Sense Relations EMNLP 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022
Developing Prefix-Tuning Models for Hierarchical Text Classification 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
Learning from the Dictionary: Heterogeneous Knowledge Guided Fine-tuning for Chinese Spell Checking EMNLP 2022
BARLE: Background-Aware Representation Learning for Background Shift Out-of-Distribution Detection EMNLP 2022
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble EMNLP 2022
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling EMNLP 2022
DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice Questions AAAI 2022
Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022
Simple Unsupervised Graph Representation Learning AAAI 2022
Multimodal Adversarially Learned Inference with Factorized Discriminators AAAI 2022
Weakly Supervised Video Moment Localization with Contrastive Negative Sample Mining AAAI 2022
Boosting Contrastive Learning with Relation Knowledge Distillation AAAI 2022
Hierarchical Image Generation via Transformer-Based Sequential Patch Selection AAAI 2022
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022
Learning from Label Proportions with Prototypical Contrastive Clustering AAAI 2022
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022
Expanding Low-Density Latent Regions for Open-Set Object Detection CVPR 2022
HCSC: Hierarchical Contrastive Selective Coding CVPR 2022
Dual Temperature Helps Contrastive Learning Without Many Negative Samples: Towards Understanding and Simplifying MoCo CVPR 2022