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semi-supervised learning

2331 papers

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Also known as

UDA FSSL SS SSGL SSL SEMISL SSSS SSOD SEMI-SL S3VM SSCL

Co-occurring keywords

text classification (6776) domain adaptation (4578) representation learning (6174) data augmentation (3037) semantic segmentation (3179) contrastive learning (3979) pseudo labeling (312) graph neural network (3945) transfer learning (5442) label propagation (185)

Papers

Semi-supervised Domain Adaptation for Dependency Parsing via Improved Contextualized Word Representations COLING 2020
MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification ACL 2020
RIVA: A Pre-trained Tweet Multimodal Model Based on Text-image Relation for Multimodal NER COLING 2020
Camouflaged Chinese Spam Content Detection with Semi-supervised Generative Active Learning ACL 2020
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents COLING 2020
Semi-supervised Word Sense Disambiguation Using Example Similarity Graph COLING 2020
ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them COLING 2020
Semi-Supervised Topic Modeling for Gender Bias Discovery in English and Swedish COLING 2020
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus COLING 2020
Corpus-based Identification of Verbs Participating in Verb Alternations Using Classification and Manual Annotation COLING 2020
Black-box Certification and Learning under Adversarial Perturbations ICML 2020
Modeling Label Semantics for Predicting Emotional Reactions ACL 2020
DIPNet: Dynamic Identity Propagation Network for Video Object Segmentation WACV 2020
GradMix: Multi-source Transfer across Domains and Tasks WACV 2020
Adversarial Discriminative Attention for Robust Anomaly Detection WACV 2020
3D Sketch-Aware Semantic Scene Completion via Semi-Supervised Structure Prior CVPR 2020
Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object Recognition CVPR 2020
ROSS: Robust Learning of One-shot 3D Shape Segmentation WACV 2020
Poisson Learning: Graph Based Semi-Supervised Learning At Very Low Label Rates ICML 2020
Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data ICML 2020
Semi-Supervised Learning with Normalizing Flows ICML 2020
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples ACL 2020
Semi-Supervised StyleGAN for Disentanglement Learning ICML 2020
Strength from Weakness: Fast Learning Using Weak Supervision ICML 2020
A Generative Model for Joint Natural Language Understanding and Generation ACL 2020