Supervised Learning

The Contour to Classification Game AAAI 2021 Towards Understanding Learning in Neural Networks with Linear Teachers ICML 2021 Translation-based Supervision for Policy Generation in Simultaneous Neural Machine Translation EMNLP 2021 When Does Gradient Descent with Logistic Loss Find Interpolating Two-Layer Networks? JMLR 2021 With Measured Words: Simple Sentence Selection for Black-Box Optimization of Sentence Compression Algorithms EACL 2021 Active Learning in the Geometric Block Model AAAI 2020 Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions AAAI 2020 A Large-Scale Multi-Document Summarization Dataset from the Wikipedia Current Events Portal ACL 2020 Arabic Dialects Identification for All Arabic countries COLING 2020 Arabisc: Context-Sensitive Neural Spelling Checker AACL 2020 Assisting Undergraduate Students in Writing Spanish Methodology Sections ACL 2020 A Statistical Learning Approach to Modal Regression JMLR 2020 A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT EMNLP 2020 A Test Suite for Evaluating Discourse Phenomena in Document-level Neural Machine Translation AACL 2020 Augment Your Batch: Improving Generalization Through Instance Repetition CVPR 2020 Benefits of Intermediate Annotations in Reading Comprehension ACL 2020 Can Cross Entropy Loss Be Robust to Label Noise? IJCAI 2020 Challenges in Neural Language Identification: NRC at VarDial 2020 COLING 2020 Chinese Content Scoring: Open-Access Datasets and Features on Different Segmentation Levels AACL 2020 Closure Properties for Private Classification and Online Prediction COLT 2020 Constrained Dynamic Programming and Supervised Penalty Learning Algorithms for Peak Detection in Genomic Data JMLR 2020 Contextualized Point-of-Interest Recommendation IJCAI 2020 Debiasing Averaged Stochastic Gradient Descent to handle missing values NeurIPS 2020 DeepFuse: An IMU-Aware Network for Real-Time 3D Human Pose Estimation from Multi-View Image WACV 2020 Detecting Objectifying Language in Online Professor Reviews EMNLP 2020