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semi-supervised learning

2341 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6793) domain adaptation (4595) representation learning (6206) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) pseudo labeling (312) graph neural network (3962) transfer learning (5449) label propagation (185)

Papers

On Assessing and Developing Spoken ’Grammatical Error Correction’ Systems NAACL 2022
1Cademy @ Causal News Corpus 2022: Leveraging Self-Training in Causality Classification of Socio-Political Event Data EMNLP 2022
Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization COLING 2022
GenSDF: Two-Stage Learning of Generalizable Signed Distance Functions NIPS 2022
DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection NIPS 2022
Towards Contextually Sensitive Analysis of Memes: Meme Genealogy and Knowledge Base IJCAI 2022
Cross-Linked Unified Embedding for cross-modality representation learning NIPS 2022
Label-Aware Global Consistency for Multi-Label Learning with Single Positive Labels NIPS 2022
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement NIPS 2022
Semi-supervised Acoustic and Language Modeling for Hindi ASR INTERSPEECH 2022
Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR INTERSPEECH 2022
Unsupervised Data Augmentation for Aspect Based Sentiment Analysis COLING 2022
Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection COLING 2022
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction COLING 2022
Efficient Semi-supervised Consistency Training for Natural Language Understanding NAACL 2022
Self-Training with Differentiable Teacher NAACL 2022
Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks AACL 2022
UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection IJCNLP 2021
Self-training Improves Pre-training for Natural Language Understanding NAACL 2021
STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data NIPS 2021
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning NIPS 2021
Dense Keypoints via Multiview Supervision NIPS 2021
AStarTwice at SemEval-2021 Task 5: Toxic Span Detection Using RoBERTa-CRF, Domain Specific Pre-Training and Self-Training IJCNLP 2021
Self-Paced Contrastive Learning for Semi-supervised Medical Image Segmentation with Meta-labels NIPS 2021
Efficient Learning with Arbitrary Covariate Shift ALT 2021