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Semi-Supervised Learning

714 directly classified papers

Papers per year

Papers

A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval ACL 2018
Strong Baselines for Neural Semi-Supervised Learning under Domain Shift ACL 2018
Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification ACL 2018
Learning Prototypical Goal Activities for Locations ACL 2018
Semi-supervised User Geolocation via Graph Convolutional Networks ACL 2018
A Structured Variational Autoencoder for Contextual Morphological Inflection ACL 2018
Identifying Key Sentences for Precision Oncology Using Semi-Supervised Learning ACL 2018
Ladder Networks for Emotion Recognition: Using Unsupervised Auxiliary Tasks to Improve Predictions of Emotional Attributes INTERSPEECH 2018
Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi-Supervised Semantic Segmentation CVPR 2018
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning IJCAI 2018
Self-weighted Multiple Kernel Learning for Graph-based Clustering and Semi-supervised Classification IJCAI 2018
Doubly Aligned Incomplete Multi-view Clustering IJCAI 2018
A Semantic Loss Function for Deep Learning with Symbolic Knowledge ICML 2018
Reinforced Co-Training NAACL 2018
Learning Word Embeddings for Low-Resource Languages by PU Learning NAACL 2018
Joint Bootstrapping Machines for High Confidence Relation Extraction NAACL 2018
Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension COLING 2018
Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification EMNLP 2018
CARER: Contextualized Affect Representations for Emotion Recognition EMNLP 2018
Towards Semi-Supervised Learning for Deep Semantic Role Labeling EMNLP 2018
A Random Matrix Analysis and Improvement of Semi-Supervised Learning for Large Dimensional Data JMLR 2018
Bayesian Semi-supervised Learning with Graph Gaussian Processes NIPS 2018
Learning a Neural Semantic Parser from User Feedback ACL 2017
Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora IJCNLP 2017
Combining Lightly-Supervised Text Classification Models for Accurate Contextual Advertising IJCNLP 2017