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supervised learning

434 papers

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SL

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text classification (6776) neural network (6616) representation learning (6174) large language model (12755) reinforcement learning (4122) sentiment analysis (2079) contrastive learning (3979) feature learning (1309) kernel methods (1096) natural language processing (2027)

Papers

Learning with Average Top-k Loss NIPS 2017
Discretely Coding Semantic Rank Orders for Supervised Image Hashing CVPR 2017
Binaural Reverberant Speech Separation Based on Deep Neural Networks INTERSPEECH 2017
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning ACL 2017
SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation EMNLP 2017
Supervised Learning of Automatic Pyramid for Optimization-Based Multi-Document Summarization ACL 2017
Bridging Supervised Learning and Test-Based Co-optimization JMLR 2017
Learning with Feature Feedback: from Theory to Practice AISTATS 2017
Deep Learning Games NIPS 2016
Predicting the Evocation Relation between Lexicalized Concepts COLING 2016
Greedy Feature Construction NIPS 2016
Evaluating anaphora and coreference resolution to improve automatic keyphrase extraction COLING 2016
“How Bullying is this Message?”: A Psychometric Thermometer for Bullying COLING 2016
Barron and Cover’s Theory in Supervised Learning and its Application to Lasso ICML 2016
Supervised Learning with Tensor Networks NIPS 2016
Supervised learning through the lens of compression NIPS 2016
Differential Geometric Regularization for Supervised Learning of Classifiers ICML 2016
Linear Feature Encoding for Reinforcement Learning NIPS 2016
Automatic Neuron Detection in Calcium Imaging Data Using Convolutional Networks NIPS 2016
A Supervised Approach for Enriching the Relational Structure of Frame Semantics in FrameNet COLING 2016
Optimizing affinity-based binary hashing using auxiliary coordinates NIPS 2016
On Regularizing Rademacher Observation Losses NIPS 2016
Says Who…? Identification of Expert versus Layman Critics’ Reviews of Documentary Films COLING 2016
A Minimax Approach to Supervised Learning NIPS 2016
Equality of Opportunity in Supervised Learning NIPS 2016