Classification

Adaptive Gaussian Process Change Point Detection ICML 2022 Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition AAAI 2022 Adaptive Private-K-Selection with Adaptive K and Application to Multi-label PATE AISTATS 2022 Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text Classification EMNLP 2022 A Dataset for Efforts Towards Achieving the Sustainable Development Goal of Safe Working Environments NeurIPS 2022 AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems ICML 2022 Addressing Leakage in Concept Bottleneck Models NeurIPS 2022 Addressing Out-of-Distribution Label Noise in Webly-Labelled Data WACV 2022 A Deep Reinforcement Learning Framework for Column Generation NeurIPS 2022 A Discriminative and Robust Feature Learning Approach for EEG-Based Motor Imagery Decoding (Student Abstract) AAAI 2022 A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict NAACL 2022 Adversarial Classification: Necessary Conditions and Geometric Flows JMLR 2022 Adversarial Learning from Crowds AAAI 2022 Adversarial Unlearning: Reducing Confidence Along Adversarial Directions NeurIPS 2022 A Few More Examples May Be Worth Billions of Parameters EMNLP 2022 A Fine-grained Chinese Software Privacy Policy Dataset for Sequence Labeling and Regulation Compliant Identification EMNLP 2022 A Forward Approach for Sufficient Dimension Reduction in Binary Classification JMLR 2022 A Generalized Method for Automated Multilingual Loanword Detection COLING 2022 Agnostic Learnability of Halfspaces via Logistic Loss ICML 2022 A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition Interspeech 2022 Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift NeurIPS 2022 A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis COLING 2022 A Hybrid Model of Classification and Generation for Spatial Relation Extraction COLING 2022 aiML at the FinNLP-2022 ERAI Task: Combining Classification and Regression Tasks for Financial Opinion Mining EMNLP 2022 AIR-JPMC@SMM4H’22: BERT + Ensembling = Too Cool: Using Multiple BERT Models Together for Various COVID-19 Tweet Identification Tasks COLING 2022