Semi-Supervised Learning

Drug Similarity Integration Through Attentive Multi-view Graph Auto-Encoders IJCAI 2018 Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems CoNLL 2018 Dual Swap Disentangling NeurIPS 2018 Enhancement of Encoder and Attention Using Target Monolingual Corpora in Neural Machine Translation ACL 2018 Fast ASR-free and Almost Zero-resource Keyword Spotting Using DTW and CNNs for Humanitarian Monitoring Interspeech 2018 FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling ICLR 2018 Fast Video Object Segmentation by Reference-Guided Mask Propagation CVPR 2018 Fidelity-Weighted Learning ICLR 2018 Generative Adversarial Positive-Unlabelled Learning IJCAI 2018 Generative Neural Machine Translation NeurIPS 2018 Human Needs Categorization of Affective Events Using Labeled and Unlabeled Data NAACL 2018 Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning ACL 2018 Improved large-scale graph learning through ridge spectral sparsification ICML 2018 Improving GAN Training via Binarized Representation Entropy (BRE) Regularization ICLR 2018 Improving Landmark Localization With Semi-Supervised Learning CVPR 2018 Improving the Improved Training of Wasserstein GANs: A Consistency Term and Its Dual Effect ICLR 2018 Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set EMNLP 2018 Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset NAACL 2018 Iterative Back-Translation for Neural Machine Translation ACL 2018 Iterative Learning of Speech Recognition Models for Air Traffic Control Interspeech 2018 Joint Bootstrapping Machines for High Confidence Relation Extraction NAACL 2018 Joint Learning from Labeled and Unlabeled Data for Information Retrieval COLING 2018 Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift NAACL 2018 KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos EMNLP 2018 Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes Interspeech 2018