Classification

Improving Multi-task Stance Detection with Multi-task Interaction Network EMNLP 2022 Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022 Improving Screening Processes via Calibrated Subset Selection ICML 2022 Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms Interspeech 2022 Improving Text Simplification with Factuality Error Detection EMNLP 2022 Improving the Accuracy of Learning Example Weights for Imbalance Classification ICLR 2022 Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling COLING 2022 Incorporating Stock Market Signals for Twitter Stance Detection ACL 2022 Independence Testing for Bounded Degree Bayesian Networks NeurIPS 2022 Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022 In-Field Phenotyping Based on Crop Leaf and Plant Instance Segmentation WACV 2022 Information-theoretic Classification Accuracy: A Criterion that Guides Data-driven Combination of Ambiguous Outcome Labels in Multi-class Classification JMLR 2022 Innovators @ SMM4H’22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets COLING 2022 Innovators@SMM4H’22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets COLING 2022 Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing ICML 2022 Instance-based Learning for Knowledge Base Completion NeurIPS 2022 Instance-Dependent Label-Noise Learning With Manifold-Regularized Transition Matrix Estimation CVPR 2022 Instance Selection: A Bayesian Decision Theory Perspective AAAI 2022 Integrating Bayesian network classifiers to deal with the partial label ranking problem PGM 2022 Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022 Intelligent Online Selling Point Extraction for E-commerce Recommendation AAAI 2022 Intent classification using pre-trained language agnostic embeddings for low resource languages Interspeech 2022 Interactive Word Completion for Plains Cree ACL 2022 Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations ACL 2022 Interpretable Classification of Categorical Time Series Using the Spectral Envelope and Optimal Scalings JMLR 2022