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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

Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty EMNLP 2020
Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction NIPS 2020
Supervised Learning with Background Knowledge PGM 2020
Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces NIPS 2020
Neural Topic Model with Attention for Supervised Learning AISTATS 2020
Inferring Concept Prerequisite Relations from Online Educational Resources AAAI 2019
Vista.ue at SemEval-2019 Task 5: Single Multilingual Hate Speech Detection Model SEMEVAL 2019
Simpler and Faster Learning of Adaptive Policies for Simultaneous Translation IJCNLP 2019
WSD-GAN: Word Sense Disambiguation Using Generative Adversarial Networks AAAI 2019
Eliminating Latent Discrimination: Train Then Mask AAAI 2019
Cleaning Noisy and Heterogeneous Metadata for Record Linking across Scholarly Big Datasets AAAI 2019
Is advance knowledge of flow sizes a plausible assumption? NSDI 2019
Warm-starting Contextual Bandits: Robustly Combining Supervised and Bandit Feedback ICML 2019
A Topological Regularizer for Classifiers via Persistent Homology AISTATS 2019
AI-powered Posture Training: Application of Machine Learning in Sitting Posture Recognition Using the LifeChair Smart Cushion IJCAI 2019
SMART: An Open Source Data Labeling Platform for Supervised Learning JMLR 2019
Learning Adaptive Random Features AAAI 2019
Exploiting Class Learnability in Noisy Data AAAI 2019
Complex Moment-Based Supervised Eigenmap for Dimensionality Reduction AAAI 2019
AFS: An Attention-Based Mechanism for Supervised Feature Selection AAAI 2019
Sentiment Analysis on Naija-Tweets ACL 2019
No-Press Diplomacy: Modeling Multi-Agent Gameplay NIPS 2019
Policy Continuation with Hindsight Inverse Dynamics NIPS 2019
Revisit Automatic Error Detection for Wrong and Missing Translation – A Supervised Approach IJCNLP 2019
A Discriminative Neural Model for Cross-Lingual Word Alignment IJCNLP 2019