Representation Learning

Rate-Regularization and Generalization in Variational Autoencoders AISTATS 2021 Rationales for Sequential Predictions EMNLP 2021 Raw Speech-to-Articulatory Inversion by Temporal Filtering and Decimation Interspeech 2021 Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents NAACL 2021 ReadOnce Transformers: Reusable Representations of Text for Transformers ACL 2021 Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension AAAI 2021 Reasoning Over Virtual Knowledge Bases With Open Predicate Relations ICML 2021 REBEL: Relation Extraction By End-to-end Language generation EMNLP 2021 Recent Advances in Heterogeneous Relation Learning for Recommendation IJCAI 2021 Recent advances in neural metaphor processing: A linguistic, cognitive and social perspective NAACL 2021 Reciprocal Landmark Detection and Tracking With Extremely Few Annotations CVPR 2021 Recognizing and Verifying Mathematical Equations using Multiplicative Differential Neural Units AAAI 2021 Recomposing the Reinforcement Learning Building Blocks with Hypernetworks ICML 2021 Reconstruction for Powerful Graph Representations NeurIPS 2021 Recovering AES Keys with a Deep Cold Boot Attack ICML 2021 Recovering Lexically and Semantically Reused Texts ACL 2021 Rectifying the Shortcut Learning of Background for Few-Shot Learning NeurIPS 2021 Reducing Discontinuous to Continuous Parsing with Pointer Network Reordering EMNLP 2021 Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021 Re-entry Prediction for Online Conversations via Self-Supervised Learning EMNLP 2021 Reference-Free Word- and Sentence-Level Translation Evaluation with Token-Matching Metrics EMNLP 2021 Refining BERT Embeddings for Document Hashing via Mutual Information Maximization EMNLP 2021 Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ACL 2021 Regularized Submodular Maximization at Scale ICML 2021 Regularizing towards Causal Invariance: Linear Models with Proxies ICML 2021