Supervised Learning

A Spectral Perspective of DNN Robustness to Label Noise AISTATS 2022 A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation NAACL 2022 A survey on improving NLP models with human explanations ACL 2022 Attention Networks for Augmenting Clinical Text with Support Sets for Diagnosis Prediction COLING 2022 Automating Human Evaluation of Dialogue Systems NAACL 2022 Balanced Self-Paced Learning for AUC Maximization AAAI 2022 Being Properly Improper ICML 2022 CETA: A Consensus Enhanced Training Approach for Denoising in Distantly Supervised Relation Extraction COLING 2022 Chernoff Sampling for Active Testing and Extension to Active Regression AISTATS 2022 Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022 Counter-TWIT: An Italian Corpus for Online Counterspeech in Ecological Contexts NAACL 2022 Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums COLING 2022 D2U: Distance-to-Uniform Learning for Out-of-Scope Detection NAACL 2022 Detecting Suicide Risk in Online Counseling Services: A Study in a Low-Resource Language COLING 2022 DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction NAACL 2022 Dropout as a Regularizer of Interaction Effects AISTATS 2022 Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification ICML 2022 Efficient PAC Learning from the Crowd with Pairwise Comparisons ICML 2022 Empirical Risk Minimization under Random Censorship JMLR 2022 End-to-End Chinese Speaker Identification NAACL 2022 Enhancing Documentation of Hupa with Automatic Speech Recognition ACL 2022 ErAConD: Error Annotated Conversational Dialog Dataset for Grammatical Error Correction NAACL 2022 Even the Simplest Baseline Needs Careful Re-investigation: A Case Study on XML-CNN NAACL 2022 Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model ACL 2022 Few Clean Instances Help Denoising Distant Supervision COLING 2022