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semi-supervised learning

2331 papers

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Also known as

SSL SEMISL SEMI-SL

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 Sequence Modeling with Cross-View Training EMNLP 2018
Semi-Supervised Learning for Neural Keyphrase Generation EMNLP 2018
CARER: Contextualized Affect Representations for Emotion Recognition EMNLP 2018
Cross-Modal Deep Variational Hand Pose Estimation CVPR 2018
Semi-Supervised Neural System for Tagging, Parsing and Lematization CONLL 2018
Marginal Singularity, and the Benefits of Labels in Covariate-Shift COLT 2018
UG18 at SemEval-2018 Task 1: Generating Additional Training Data for Predicting Emotion Intensity in Spanish SEMEVAL 2018
A Nonconvex Proximal Splitting Algorithm under Moreau-Yosida Regularization AISTATS 2018
pomegranate: Fast and Flexible Probabilistic Modeling in Python JMLR 2018
A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words COLING 2018
An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018
Semi-Supervised Disfluency Detection COLING 2018
Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource COLING 2018
Joint Learning from Labeled and Unlabeled Data for Information Retrieval COLING 2018
Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing COLING 2018
Simple and Effective Semi-Supervised Question Answering NAACL 2018
A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts NAACL 2018
Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift NAACL 2018
Semi-Supervised Event Extraction with Paraphrase Clusters NAACL 2018
Joint Bootstrapping Machines for High Confidence Relation Extraction NAACL 2018
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information ICML 2018
Semi-Supervised Learning via Compact Latent Space Clustering ICML 2018
Semi-Supervised Learning on Data Streams via Temporal Label Propagation ICML 2018
Inductive Two-Layer Modeling with Parametric Bregman Transfer ICML 2018
Teaching Semi-Supervised Classifier via Generalized Distillation IJCAI 2018