Classification

State & Trait Measurement from Nonverbal Vocalizations: A Multi-Task Joint Learning Approach Interspeech 2022 Statistical and clinical utility of multimodal dialogue-based speech and facial metrics for Parkinson's disease assessment Interspeech 2022 Statistical Optimality and Stability of Tangent Transform Algorithms in Logit Models JMLR 2022 Statistical Rates of Convergence for Functional Partially Linear Support Vector Machines for Classification JMLR 2022 Stochastic smoothing of the top-K calibrated hinge loss for deep imbalanced classification ICML 2022 Stock Price Volatility Prediction: A Case Study with AutoML EMNLP 2022 Stop Measuring Calibration When Humans Disagree EMNLP 2022 StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning EMNLP 2022 Strategic ranking AISTATS 2022 Streaming End-to-End Multilingual Speech Recognition with Joint Language Identification Interspeech 2022 Striking a Balance: Alleviating Inconsistency in Pre-trained Models for Symmetric Classification Tasks ACL 2022 String Editing Based Chinese Grammatical Error Diagnosis COLING 2022 StrokeRehab: A Benchmark Dataset for Sub-second Action Identification NeurIPS 2022 Structural Landmarking and Interaction Modelling: A “SLIM” Network for Graph Classification AAAI 2022 Structure learning algorithms for multidimensional continuous-time Bayesian network classifiers PGM 2022 Style Classification of Rabbinic Literature for Detection of Lost Midrash Tanhuma Material AACL 2022 Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation NeurIPS 2022 Subspace Regularizers for Few-Shot Class Incremental Learning ICLR 2022 Sufficient Reasons for Classifier Decisions in the Presence of Domain Constraints AAAI 2022 Sufficient reductions in regression with mixed predictors JMLR 2022 SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization ACL 2022 Sum of Ranked Range Loss for Supervised Learning JMLR 2022 Supervised Learning with General Risk Functionals ICML 2022 Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022 Survival Seq2Seq: A Survival Model based on Sequence to Sequence Architecture MLHC 2022