← Learning Types
Machine Learning › Learning Types ›

Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification COLING 2018
Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences COLING 2018
Semi-Supervised Event Extraction with Paraphrase Clusters NAACL 2018
Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems CONLL 2018
Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition INTERSPEECH 2018
Reinforced Co-Training NAACL 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension COLING 2018
Neural Adversarial Training for Semi-supervised Japanese Predicate-argument Structure Analysis ACL 2018
Semi-Supervised End-to-End Speech Recognition INTERSPEECH 2018
Robust Active Label Correction AISTATS 2018
A Pseudo Label based Dataless Naive Bayes Algorithm for Text Classification with Seed Words COLING 2018
Self-Training for Jointly Learning to Ask and Answer Questions NAACL 2018
Marginal Singularity, and the Benefits of Labels in Covariate-Shift COLT 2018
Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study EMNLP 2018
Artificial Bandwidth Extension with Memory Inclusion Using Semi-supervised Stacked Auto-encoders INTERSPEECH 2018
MUSCAT: Multi-Scale Spatio-Temporal Learning with Application to Climate Modeling IJCAI 2018
Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces NAACL 2018
Annotator Trustability-based Cooperative Learning Solutions for Intelligent Audio Analysis INTERSPEECH 2018
Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment IJCAI 2018
Mind the Gap: Data Enrichment in Dependency Parsing of Elliptical Constructions EMNLP 2018
pomegranate: Fast and Flexible Probabilistic Modeling in Python JMLR 2018
Joint Bootstrapping Machines for High Confidence Relation Extraction NAACL 2018
Neural Networks Incorporating Unlabeled and Partially-labeled Data for Cross-domain Chinese Word Segmentation IJCAI 2018
Rademacher Complexity Bounds for a Penalized Multi-class Semi-supervised Algorithm (Extended Abstract) IJCAI 2018
Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation IJCAI 2018