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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings IJCNLP 2019
Predicting Malware Attributes from Cybersecurity Texts NAACL 2019
Text Level Graph Neural Network for Text Classification IJCNLP 2019
NCLS: Neural Cross-Lingual Summarization IJCNLP 2019
Semi-Supervised Teacher-Student Architecture for Relation Extraction NAACL 2019
Paraphrase Generation for Semi-Supervised Learning in NLU NAACL 2019
Partial Or Complete, That’s The Question NAACL 2019
Scalable, Semi-Supervised Extraction of Structured Information from Scientific Literature NAACL 2019
Handling Syntactic Divergence in Low-resource Machine Translation IJCNLP 2019
Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback ICML 2019
Towards Automated Semi-Supervised Learning AAAI 2019
Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling IJCNLP 2019
MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing ICML 2019
Infinite Mixture Prototypes for Few-shot Learning ICML 2019
Unsupervised Label Noise Modeling and Loss Correction ICML 2019
Invariant-Equivariant Representation Learning for Multi-Class Data ICML 2019
DL2: Training and Querying Neural Networks with Logic ICML 2019
The information-theoretic value of unlabeled data in semi-supervised learning ICML 2019
Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function AAAI 2019
GMNN: Graph Markov Neural Networks ICML 2019
Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification EMNLP 2019
Semi-supervised Three-dimensional Reconstruction Framework with GAN IJCAI 2019
Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances CORL 2019
Semi-Supervised Learning of Decision-Making Models for Human-Robot Collaboration CORL 2019
Towards Joint Sound Scene and Polyphonic Sound Event Recognition INTERSPEECH 2019