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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Non-Adversarial Video Synthesis With Learned Priors CVPR 2020
HCNAF: Hyper-Conditioned Neural Autoregressive Flow and its Application for Probabilistic Occupancy Map Forecasting CVPR 2020
Uncertainty-Aware Semantic Augmentation for Neural Machine Translation EMNLP 2020
Unsupervised Parsing with S-DIORA: Single Tree Encoding for Deep Inside-Outside Recursive Autoencoders EMNLP 2020
To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning EMNLP 2020
Guiding Attention for Self-Supervised Learning with Transformers EMNLP 2020
Adversarial Self-Supervised Data-Free Distillation for Text Classification EMNLP 2020
Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order ACL 2020
GTCOM Neural Machine Translation Systems for WMT20 EMNLP 2020
A Unified Model for Financial Event Classification, Detection and Summarization IJCAI 2020
Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction IJCAI 2020
CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network IJCAI 2020
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs ICML 2020
Unsupervised Domain Adaptation on Reading Comprehension AAAI 2020
Learning Which Features Matter: RoBERTa Acquires a Preference for Linguistic Generalizations (Eventually) EMNLP 2020
SetConv: A New Approach for Learning from Imbalanced Data EMNLP 2020
Learning to Generalize for Sequential Decision Making EMNLP 2020
Make Templates Smarter: A Template Based Data2Text System Powered by Text Stitch Model EMNLP 2020
Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations EMNLP 2020
Keep CALM and Explore: Language Models for Action Generation in Text-based Games EMNLP 2020
Swarm Intelligence for Self-Organized Clustering (Extended Abstract) IJCAI 2020
Transfer Learning for Related Languages: Submissions to the WMT20 Similar Language Translation Task EMNLP 2020
An Empirical Exploration of Local Ordering Pre-training for Structured Prediction EMNLP 2020