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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection EMNLP 2020
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons EMNLP 2020
ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization EMNLP 2020
Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks NIPS 2020
Imputation estimators for unnormalized models with missing data AISTATS 2020
Mitigating Overfitting in Supervised Classification from Two Unlabeled Datasets: A Consistent Risk Correction Approach AISTATS 2020
Single Point Transductive Prediction ICML 2020
A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning EMNLP 2020
Contextual Text Style Transfer EMNLP 2020
Uncertainty Aware Semi-Supervised Learning on Graph Data NIPS 2020
Improving Limited Labeled Dialogue State Tracking with Self-Supervision EMNLP 2020
Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs NIPS 2020
Generating Narrative Text in a Switching Dynamical System EMNLP 2020
NLPDove at SemEval-2020 Task 12: Improving Offensive Language Detection with Cross-lingual Transfer COLING 2020
Semi-Supervised Learning: the Case When Unlabeled Data is Equally Useful UAI 2020
Entity Enhanced BERT Pre-training for Chinese NER EMNLP 2020
Deep Graph Pose: a semi-supervised deep graphical model for improved animal pose tracking NIPS 2020
DualTKB: A Dual Learning Bridge between Text and Knowledge Base EMNLP 2020
Semi-Supervised Learning for Video Captioning EMNLP 2020
Unsupervised Sound Separation Using Mixture Invariant Training NIPS 2020
Nonparametric Motion Retargeting for Humanoid Robots on Shared Latent Space RSS 2020
Modeling Involuntary Dynamic Behaviors to Support Intelligent Tutoring (Student Abstract) AAAI 2020
EdinburghNLP at WNUT-2020 Task 2: Leveraging Transformers with Generalized Augmentation for Identifying Informativeness in COVID-19 Tweets EMNLP 2020
Global Bootstrapping Neural Network for Entity Set Expansion EMNLP 2020
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction AAAI 2020