Self-Supervised Learning

An Unsupervised Sentence Embedding Method by Mutual Information Maximization EMNLP 2020 A Physics-Based Noise Formation Model for Extreme Low-Light Raw Denoising CVPR 2020 A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks ACL 2020 A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction EMNLP 2020 A Semi-Supervised BERT Approach for Arabic Named Entity Recognition COLING 2020 A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation JMLR 2020 A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing EMNLP 2020 Attention-Privileged Reinforcement Learning CoRL 2020 Attentive Experience Replay AAAI 2020 A Two-Stage Masked LM Method for Term Set Expansion ACL 2020 Autoregressive Score Matching NeurIPS 2020 AViD Dataset: Anonymized Videos from Diverse Countries NeurIPS 2020 BEDSR-Net: A Deep Shadow Removal Network From a Single Document Image CVPR 2020 Better Highlighting: Creating Sub-Sentence Summary Highlights EMNLP 2020 Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation ACL 2020 BiDet: An Efficient Binarized Object Detector CVPR 2020 Big Bird: Transformers for Longer Sequences NeurIPS 2020 Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020 Capturing Greater Context for Question Generation AAAI 2020 CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network IJCAI 2020 Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments EMNLP 2020 ClarQ: A large-scale and diverse dataset for Clarification Question Generation ACL 2020 Closed-Loop Matters: Dual Regression Networks for Single Image Super-Resolution CVPR 2020 ClusterFit: Improving Generalization of Visual Representations CVPR 2020 CoCoX: Generating Conceptual and Counterfactual Explanations via Fault-Lines AAAI 2020