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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

A Semantic Loss Function for Deep Learning with Symbolic Knowledge ICML 2018
A Nonconvex Proximal Splitting Algorithm under Moreau-Yosida Regularization AISTATS 2018
Learning to Learn Semantic Parsers from Natural Language Supervision EMNLP 2018
Improved large-scale graph learning through ridge spectral sparsification ICML 2018
Semi-Supervised Learning with Competitive Infection Models AISTATS 2018
Deep Multi-View Concept Learning IJCAI 2018
Semi-supervised Learning for Information Extraction from Dialogue INTERSPEECH 2018
Self-weighted Multiple Kernel Learning for Graph-based Clustering and Semi-supervised Classification IJCAI 2018
A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data JMLR 2018
Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift NAACL 2018
Using Lexical Alignment and Referring Ability to Address Data Sparsity in Situated Dialog Reference Resolution EMNLP 2018
The ILSP/ARC submission to the WMT 2018 Parallel Corpus Filtering Shared Task EMNLP 2018
Prompsit’s submission to WMT 2018 Parallel Corpus Filtering shared task EMNLP 2018
Iterative Learning of Speech Recognition Models for Air Traffic Control INTERSPEECH 2018
The University of Birmingham 2018 Spoken CALL Shared Task Systems INTERSPEECH 2018
Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information ICML 2018
Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification ACL 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ACL 2018
Iterative Back-Translation for Neural Machine Translation ACL 2018
Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing COLING 2018
A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018
Fast ASR-free and Almost Zero-resource Keyword Spotting Using DTW and CNNs for Humanitarian Monitoring INTERSPEECH 2018
Teaching Semi-Supervised Classifier via Generalized Distillation IJCAI 2018
Adversarial Constraint Learning for Structured Prediction IJCAI 2018
Multi-Label Co-Training IJCAI 2018