Supervised Learning

Agnostic Learning of Halfspaces with Gradient Descent via Soft Margins ICML 2021 Agreeing to Disagree: Annotating Offensive Language Datasets with Annotators’ Disagreement EMNLP 2021 A Hybrid Rule-Based and Neural Coreference Resolution System with an Evaluation on Dutch Literature EMNLP 2021 A Novel Wikipedia based Dataset for Monolingual and Cross-Lingual Summarization EMNLP 2021 Arabic Offensive Language on Twitter: Analysis and Experiments EACL 2021 Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task EMNLP 2021 Argumentation-Driven Evidence Association in Criminal Cases EMNLP 2021 A Second-Order Approach to Learning With Instance-Dependent Label Noise CVPR 2021 Augmentation Strategies for Learning With Noisy Labels CVPR 2021 A Unified Framework for Random Forest Prediction Error Estimation JMLR 2021 Better Aggregation in Test-Time Augmentation ICCV 2021 BioCopy: A Plug-And-Play Span Copy Mechanism in Seq2Seq Models EMNLP 2021 BN-NAS: Neural Architecture Search With Batch Normalization ICCV 2021 Classification of COVID19 tweets using Machine Learning Approaches NAACL 2021 Data-Driven System Level Synthesis L4DC 2021 Discriminative Complementary-Label Learning with Weighted Loss ICML 2021 Disentangling Label Distribution for Long-Tailed Visual Recognition CVPR 2021 Does Social Pressure Drive Persuasion in Online Fora? EMNLP 2021 Estimation and Optimization of Composite Outcomes JMLR 2021 Explanations for Monotonic Classifiers. ICML 2021 Exploratory Machine Learning with Unknown Unknowns AAAI 2021 FAST: Fast Annotation tool for SmarT devices EMNLP 2021 Fast margin maximization via dual acceleration ICML 2021 fBERT: A Neural Transformer for Identifying Offensive Content EMNLP 2021 Finite-sample Analysis of Interpolating Linear Classifiers in the Overparameterized Regime JMLR 2021