Classification

CAD-RADS Scoring using Deep Learning and Task-Specific Centerline Labeling MIDL 2022 Calibrated ensembles can mitigate accuracy tradeoffs under distribution shift UAI 2022 Calibrated Learning to Defer with One-vs-All Classifiers ICML 2022 Calibrating Deep Neural Networks by Pairwise Constraints CVPR 2022 Calibrating Imbalanced Classifiers with Focal Loss: An Empirical Study EMNLP 2022 Camelira: An Arabic Multi-Dialect Morphological Disambiguator EMNLP 2022 CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing ACL 2022 CamPros at CASE 2022 Task 1: Transformer-based Multilingual Protest News Detection EMNLP 2022 Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection? EMNLP 2022 Can Emotion Carriers Explain Automatic Sentiment Prediction? A Study on Personal Narratives ACL 2022 Capsule Graph Neural Network for Multi-Label Image Recognition (Student Abstract) AAAI 2022 Capturing Changes in Mood Over Time in Longitudinal Data Using Ensemble Methodologies NAACL 2022 Cards Against AI: Predicting Humor in a Fill-in-the-blank Party Game EMNLP 2022 CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities SemEval 2022 Causal Classification: Treatment Effect Estimation vs. Outcome Prediction JMLR 2022 Causality Preserving Chaotic Transformation and Classification using Neurochaos Learning NeurIPS 2022 CB+NN Ensemble to Improve Tracking Accuracy in Air Surveillance AAAI 2022 CEFR-Based Sentence Difficulty Annotation and Assessment EMNLP 2022 CellTypeGraph: A New Geometric Computer Vision Benchmark CVPR 2022 CEM: Machine-Human Chatting Handoff via Causal-Enhance Module EMNLP 2022 CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm ACL 2022 Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks AAAI 2022 Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats NeurIPS 2022 CHAAI@SMM4H’22: RoBERTa, GPT-2 and Sampling - An interesting concoction COLING 2022 Challenges of using longitudinal and cross-domain corpora on studies of pathological speech Interspeech 2022