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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

Shift-Robust GNNs: Overcoming the Limitations of Localized Graph Training data NIPS 2021
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling EACL 2021
Combining Deep Generative Models and Multi-lingual Pretraining for Semi-supervised Document Classification EACL 2021
Forum 4.0: An Open-Source User Comment Analysis Framework EACL 2021
Disfluency Correction using Unsupervised and Semi-supervised Learning EACL 2021
Country-level Arabic Dialect Identification Using Small Datasets with Integrated Machine Learning Techniques and Deep Learning Models EACL 2021
T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021
“Hold on honey, men at work”: A semi-supervised approach to detecting sexism in sitcoms IJCNLP 2021
S-NLP at SemEval-2021 Task 5: An Analysis of Dual Networks for Sequence Tagging IJCNLP 2021
A Semi-supervised Multi-task Learning Approach to Classify Customer Contact Intents IJCNLP 2021
Fine-grained Classification of Political Bias in German News: A Data Set and Initial Experiments IJCNLP 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation IJCNLP 2021
Semi-Automatic Construction of Text-to-SQL Data for Domain Transfer IJCNLP 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment IJCNLP 2021
Adapting Unsupervised Syntactic Parsing Methodology for Discourse Dependency Parsing IJCNLP 2021
EmailSum: Abstractive Email Thread Summarization IJCNLP 2021
HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection IJCNLP 2021
Hell Hath No Fury? Correcting Bias in the NRC Emotion Lexicon IJCNLP 2021
Semi-Supervised Learning with Meta-Gradient AISTATS 2021
Comparing the Value of Labeled and Unlabeled Data in Method-of-Moments Latent Variable Estimation AISTATS 2021
Deep Generative Missingness Pattern-Set Mixture Models AISTATS 2021
FINE Samples for Learning with Noisy Labels NIPS 2021
Metropolis-Hastings Data Augmentation for Graph Neural Networks NIPS 2021
Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification NIPS 2021
DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples NIPS 2021