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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

MUCS@Text-LT-EDI@ACL 2022: Detecting Sign of Depression from Social Media Text using Supervised Learning Approach ACL 2022
Towards efficient representation identification in supervised learning CLEAR 2022
Feature selection using e-values ICML 2022
Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation CVPR 2022
UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection CVPR 2022
PONI: Potential Functions for ObjectGoal Navigation With Interaction-Free Learning CVPR 2022
PAC Guarantees and Effective Algorithms for Detecting Novel Categories JMLR 2022
Chained generalisation bounds COLT 2022
Use All the Labels: A Hierarchical Multi-Label Contrastive Learning Framework CVPR 2022
A Case for Task Sampling based Learning for Cluster Job Scheduling NSDI 2022
Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learning JMLR 2022
Fair Contrastive Learning for Facial Attribute Classification CVPR 2022
Boundary Detection and Categorization of Argument Aspects via Supervised Learning COLING 2022
Evaluating high-order predictive distributions in deep learning UAI 2022
Efficient Deep Learning for Multi Agent Pathfinding AAAI 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022
Sum of Ranked Range Loss for Supervised Learning JMLR 2022
Scalable and Efficient Hypothesis Testing with Random Forests JMLR 2022
Improving Supervised Drug-Protein Relation Extraction with Distantly Supervised Models ACL 2022
Improving Text Simplification with Factuality Error Detection EMNLP 2022
Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances AAAI 2021
Deep Preset: Blending and Retouching Photos With Color Style Transfer WACV 2021
Improving the Performance-Compatibility Tradeoff with Personalized Objective Functions (Student Abstract) AAAI 2021
On Recovering from Modeling Errors Using Testing Bayesian Networks ICML 2021
The Impact of Record Linkage on Learning from Feature Partitioned Data ICML 2021