Weakly Supervised Learning

Deep Reasoning Networks for Unsupervised Pattern De-mixing with Constraint Reasoning ICML 2020 Demographics Should Not Be the Reason of Toxicity: Mitigating Discrimination in Text Classifications with Instance Weighting ACL 2020 Denoising Multi-Source Weak Supervision for Neural Text Classification EMNLP 2020 Detecting the Starting Frame of Actions in Video WACV 2020 Determining Question-Answer Plausibility in Crowdsourced Datasets Using Multi-Task Learning EMNLP 2020 Dialog State Tracking with Reinforced Data Augmentation AAAI 2020 Dialog without Dialog Data: Learning Visual Dialog Agents from VQA Data NeurIPS 2020 Differentiable Causal Backdoor Discovery AISTATS 2020 Disagreement-Regularized Imitation Learning ICLR 2020 Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020 Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement AAAI 2020 Disentangling Factors of Variations Using Few Labels ICLR 2020 Disentangling Human Error from Ground Truth in Segmentation of Medical Images NeurIPS 2020 Distant Supervision for Polyphone Disambiguation in Mandarin Chinese Interspeech 2020 Distilling Effective Supervision From Severe Label Noise CVPR 2020 Diversified Multiple Instance Learning for Document-Level Multi-Aspect Sentiment Classification EMNLP 2020 DivideMix: Learning with Noisy Labels as Semi-supervised Learning ICLR 2020 DLWL: Improving Detection for Lowshot Classes With Weakly Labelled Data CVPR 2020 Domain Adversarial Neural Networks for Dysarthric Speech Recognition Interspeech 2020 Dual Attention in Time and Frequency Domain for Voice Activity Detection Interspeech 2020 Dual Supervision Framework for Relation Extraction with Distant Supervision and Human Annotation COLING 2020 Dual T: Reducing Estimation Error for Transition Matrix in Label-noise Learning NeurIPS 2020 Duluth at SemEval-2020 Task 12: Offensive Tweet Identification in English with Logistic Regression SemEval 2020 Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning EMNLP 2020 Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users based on Weakly Supervised Learning COLING 2020