Classification

Establishing Annotation Quality in Multi-label Annotations COLING 2022 Estimating Instance-dependent Bayes-label Transition Matrix using a Deep Neural Network ICML 2022 Estimating Noise Transition Matrix with Label Correlations for Noisy Multi-Label Learning NeurIPS 2022 Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC NeurIPS 2022 EUREKA: EUphemism Recognition Enhanced through Knn-based methods and Augmentation EMNLP 2022 Evaluating Content Features and Classification Methods for Helpfulness Prediction of Online Reviews: Establishing a Benchmark for Portuguese ACL 2022 Evaluating Diversity of Multiword Expressions in Annotated Text COLING 2022 Evaluating Extreme Hierarchical Multi-label Classification ACL 2022 Evaluating Out-of-Distribution Performance on Document Image Classifiers NeurIPS 2022 Evaluating the Practical Utility of Confidence-score based Techniques for Unsupervised Open-world Classification ACL 2022 Evaluating Uncertainty-Based Deep Learning Explanations for Prostate Lesion Detection MLHC 2022 Event Detection for Suicide Understanding NAACL 2022 Event-related data conditioning for acoustic event classification Interspeech 2022 Evons: A Dataset for Fake and Real News Virality Analysis and Prediction COLING 2022 ExactBoost: Directly Boosting the Margin in Combinatorial and Non-decomposable Metrics AISTATS 2022 Exact Learning of Preference Structure: Single-peaked Preferences and Beyond ICML 2022 Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis Interspeech 2022 Experiencer-Specific Emotion and Appraisal Prediction EMNLP 2022 Explainable and Local Correction of Classification Models Using Decision Trees AAAI 2022 Explainable Planner Selection for Classical Planning AAAI 2022 Explainable Survival Analysis with Convolution-Involved Vision Transformer AAAI 2022 Explaining Translationese: why are Neural Classifiers Better and what do they Learn? EMNLP 2022 Exploiting Class Activation Value for Partial-Label Learning ICLR 2022 Exploiting Co-occurrence Frequency of Emotions in Perceptual Evaluations To Train A Speech Emotion Classifier Interspeech 2022 Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits AISTATS 2022