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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Transductive Auxiliary Task Self-Training for Neural Multi-Task Models EMNLP 2019
CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding EMNLP 2019
How Many Users Are Enough? Exploring Semi-Supervision and Stylometric Features to Uncover a Russian Troll Farm EMNLP 2019
Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition EMNLP 2019
A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation EMNLP 2019
Deep Ordinal Regression for Pledge Specificity Prediction EMNLP 2019
Learning Only from Relevant Keywords and Unlabeled Documents EMNLP 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering EMNLP 2019
Semi-Supervised Feature Selection with Adaptive Discriminant Analysis AAAI 2019
Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning NAACL 2019
Let’s Make Your Request More Persuasive: Modeling Persuasive Strategies via Semi-Supervised Neural Nets on Crowdfunding Platforms NAACL 2019
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling NAACL 2019
Multi-GCN: Graph Convolutional Networks for Multi-View Networks, with Applications to Global Poverty AAAI 2019
Towards Gene Function Prediction via Multi-Networks Representation Learning AAAI 2019
Identifying Android Malware Using Network-Based Approaches AAAI 2019
Bayesian Graph Convolutional Neural Networks for Semi-Supervised Classification AAAI 2019
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019
Data Augmentation for Spoken Language Understanding via Joint Variational Generation AAAI 2019
Data-efficient Neural Text Compression with Interactive Learning NAACL 2019
A framework for streamlined statistical prediction using topic models NAACL 2019
Data Augmentation for Context-Sensitive Neural Lemmatization Using Inflection Tables and Raw Text NAACL 2019
Heterogeneous Graph Attention Networks for Semi-supervised Short Text Classification IJCNLP 2019
Exploiting Monolingual Data at Scale for Neural Machine Translation IJCNLP 2019
Transductive Learning of Neural Language Models for Syntactic and Semantic Analysis IJCNLP 2019
Exploiting Noisy Data in Distant Supervision Relation Classification NAACL 2019