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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 Self-Produced Speech Enhancement and Suppression Based on Joint Source Modeling of Air- and Body-Conducted Signals Using Variational Autoencoder INTERSPEECH 2020
Non-Parallel Voice Conversion with Fewer Labeled Data by Conditional Generative Adversarial Networks INTERSPEECH 2020
COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning EMNLP 2020
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer COLING 2020
Learning a Cost-Effective Annotation Policy for Question Answering EMNLP 2020
Towards Olfactory Information Extraction from Text: A Case Study on Detecting Smell Experiences in Novels COLING 2020
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons EMNLP 2020
Edition 1.2 of the PARSEME Shared Task on Semi-supervised Identification of Verbal Multiword Expressions COLING 2020
Semi-Supervised Cleansing of Web Argument Corpora COLING 2020
The Power of Comparisons for Actively Learning Linear Classifiers NIPS 2020
EdinburghNLP at WNUT-2020 Task 2: Leveraging Transformers with Generalized Augmentation for Identifying Informativeness in COVID-19 Tweets EMNLP 2020
Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction EMNLP 2020
Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation EMNLP 2020
Semi-Supervised Learning: the Case When Unlabeled Data is Equally Useful UAI 2020
Improving End-to-End Bangla Speech Recognition with Semi-supervised Training EMNLP 2020
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer SEMEVAL 2020
An Unbiased Risk Estimator for Learning with Augmented Classes NIPS 2020
A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning EMNLP 2020
Learning from Label Proportions with Consistency Regularization ACML 2020
Nonparametric Motion Retargeting for Humanoid Robots on Shared Latent Space RSS 2020
GAN Driven Semi-distant Supervision for Relation Extraction NAACL 2019
OpenCeres: When Open Information Extraction Meets the Semi-Structured Web NAACL 2019
Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference IJCAI 2019
Unlocking Fairness: a Trade-off Revisited NIPS 2019
Fusing Unsupervised and Supervised Deep Learning for White Matter Lesion Segmentation MIDL 2019