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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

A Deep Learning Approach to Active Noise Control INTERSPEECH 2020
Error-Bounded Correction of Noisy Labels ICML 2020
Supervised learning: no loss no cry ICML 2020
Subspace Fitting Meets Regression: The Effects of Supervision and Orthonormality Constraints on Double Descent of Generalization Errors ICML 2020
The Knowledge Acquisition Bottleneck Problem in Multilingual Word Sense Disambiguation IJCAI 2020
Polishing the Classical Likelihood Ratio Test by Supervised Learning for Voice Activity Detection INTERSPEECH 2020
FEARLESS STEPS Challenge (FS-2): Supervised Learning with Massive Naturalistic Apollo Data INTERSPEECH 2020
Supervised Discovery of Unknown Unknowns through Test Sample Mining (Student Abstract) AAAI 2020
Supervised Disambiguation of German Verbal Idioms with a BiLSTM Architecture ACL 2020
Learning in situ: a randomized experiment in video streaming NSDI 2020
Cross-lingual sentiment classification in low-resource Bengali language EMNLP 2020
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems EMNLP 2020
A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT EMNLP 2020
On the diminishing return of labeling clinical reports EMNLP 2020
Detecting Objectifying Language in Online Professor Reviews EMNLP 2020
ScanMap: Supervised Confounding Aware Non-negative Matrix Factorization for Polygenic Risk Modeling MLHC 2020
NeuMiss networks: differentiable programming for supervised learning with missing values. NIPS 2020
Discovering Symbolic Models from Deep Learning with Inductive Biases NIPS 2020
Learning Optimal Representations with the Decodable Information Bottleneck NIPS 2020
Virtual Acoustic Channel Expansion Based on Neural Networks for Weighted Prediction Error-Based Speech Dereverberation INTERSPEECH 2020
Supervised Contrastive Learning NIPS 2020
A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ACL 2020
Analyzing Political Parody in Social Media ACL 2020
Human Consensus-Oriented Image Captioning IJCAI 2020
Detecting Attackable Sentences in Arguments EMNLP 2020