Classification

Towards Procedural Fairness: Uncovering Biases in How a Toxic Language Classifier Uses Sentiment Information EMNLP 2022 Towards Robust Named Entity Recognition via Temporal Domain Adaptation and Entity Context Understanding AAAI 2022 Towards Understanding the Data Dependency of Mixup-style Training ICLR 2022 Towards Understanding the Mixture-of-Experts Layer in Deep Learning NeurIPS 2022 Towards Understanding the Robustness Against Evasion Attack on Categorical Data ICLR 2022 TPU-KNN: K Nearest Neighbor Search at Peak FLOP/s NeurIPS 2022 Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots COLING 2022 Trading Complexity for Sparsity in Random Forest Explanations AAAI 2022 Training Uncertainty-Aware Classifiers with Conformalized Deep Learning NeurIPS 2022 Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm (Student Abstract) AAAI 2022 TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion AAAI 2022 TransBoost: Improving the Best ImageNet Performance using Deep Transduction NeurIPS 2022 Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL 2022 Transfer Learning for Humor Detection by Twin Masked Yellow Muppets AACL 2022 Transfer Learning in Information Criteria-based Feature Selection JMLR 2022 TransFG: A Transformer Architecture for Fine-Grained Recognition AAAI 2022 Transformer-based Architecture for Empathy Prediction and Emotion Classification ACL 2022 Transformer-based classification of premise in tweets related to COVID-19 COLING 2022 Transformer Based Line Segment Classifier With Image Context for Real-Time Vanishing Point Detection in Manhattan World CVPR 2022 Transformer-based quality assessment model for generalized user-generated multimedia audio content Interspeech 2022 Trivial or Impossible --- dichotomous data difficulty masks model differences (on ImageNet and beyond) ICLR 2022 True or False? Detecting False Information on Social Media Using Graph Neural Networks COLING 2022 Trusted Loss Correction for Noisy Multi-Label Learning ACML 2022 Trusted Multi-View Deep Learning with Opinion Aggregation AAAI 2022 Trustworthy Long-Tailed Classification CVPR 2022