Representation Learning

Weibo-COV: A Large-Scale COVID-19 Social Media Dataset from Weibo EMNLP 2020 Weighed Domain-Invariant Representation Learning for Cross-domain Sentiment Analysis COLING 2020 Weighted Automata Extraction from Recurrent Neural Networks via Regression on State Spaces AAAI 2020 Weisfeiler and Leman go sparse: Towards scalable higher-order graph embeddings NeurIPS 2020 What are the Goals of Distributional Semantics? ACL 2020 What Can We Learn from Noun Substitutions in Revision Histories? COLING 2020 What Determines the Order of Verbal Dependents in Hindi? Effects of Efficiency in Comprehension and Production EMNLP 2020 What Do Neural Networks Learn When Trained With Random Labels? NeurIPS 2020 What is Learned in Visually Grounded Neural Syntax Acquisition ACL 2020 What Makes for Good Views for Contrastive Learning? NeurIPS 2020 What shapes feature representations? Exploring datasets, architectures, and training NeurIPS 2020 What's Hidden in a Randomly Weighted Neural Network? CVPR 2020 What time is it? Temporal Analysis of Novels EMNLP 2020 When do Word Embeddings Accurately Reflect Surveys on our Beliefs About People? ACL 2020 When Explanations Lie: Why Many Modified BP Attributions Fail ICML 2020 When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models EMNLP 2020 Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation AAAI 2020 Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020 Which Is Plagiarism: Fashion Image Retrieval Based on Regional Representation for Design Protection CVPR 2020 Who Likes What? — SplitLBI in Exploring Preferential Diversity of Ratings AAAI 2020 Why and when should you pool? Analyzing Pooling in Recurrent Architectures EMNLP 2020 Why bigger is not always better: on finite and infinite neural networks ICML 2020 Why is penguin more similar to polar bear than to sea gull? Analyzing conceptual knowledge in distributional models ACL 2020 Why Overfitting Isn’t Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries ACL 2020 Wiktionary Normalization of Translations and Morphological Information COLING 2020