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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

Industry Scale Semi-Supervised Learning for Natural Language Understanding NAACL 2021
Semi-Supervised Language Models for Identification of Personal Health Experiential from Twitter Data: A Case for Medication Effects NAACL 2021
Much Gracias: Semi-supervised Code-switch Detection for Spanish-English: How far can we get? NAACL 2021
Semi-supervised Interactive Intent Labeling NAACL 2021
Self-Training with Weak Supervision NAACL 2021
Framing Unpacked: A Semi-Supervised Interpretable Multi-View Model of Media Frames NAACL 2021
Event Representation with Sequential, Semi-Supervised Discrete Variables NAACL 2021
Leveraging English Word Embeddings for Semi-Automatic Semantic Classification in Nêhiyawêwin (Plains Cree) NAACL 2021
Content-based Stance Classification of Tweets about the 2020 Italian Constitutional Referendum NAACL 2021
Posterior Differential Regularization with f-divergence for Improving Model Robustness NAACL 2021
Automatic Classification of Neutralization Techniques in the Narrative of Climate Change Scepticism NAACL 2021
Combining Weakly Supervised ML Techniques for Low-Resource NLU NAACL 2021
It is better to Verify: Semi-Supervised Learning with a human in the loop for large-scale NLU models NAACL 2021
Semi-Supervised Policy Initialization for Playing Games with Language Hints NAACL 2021
An Identifiable Double VAE For Disentangled Representations ICML 2021
Overcoming the curse of dimensionality with Laplacian regularization in semi-supervised learning NIPS 2021
OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization NIPS 2021
Efficient and Local Parallel Random Walks NIPS 2021
Self-Tuning for Data-Efficient Deep Learning ICML 2021
Unified Robust Semi-Supervised Variational Autoencoder ICML 2021
Directed Probabilistic Watershed NIPS 2021
RATT: Leveraging Unlabeled Data to Guarantee Generalization ICML 2021
Data driven semi-supervised learning NIPS 2021
RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning NIPS 2021
SpreadsheetCoder: Formula Prediction from Semi-structured Context ICML 2021