| Exploring End-to-End Differentiable Natural Logic Modeling | Nov 8, 2020 | Inductive Bias | CodeCode Available | 1 |
| GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing | Sep 29, 2020 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Structured Attention for Unsupervised Dialogue Structure Induction | Sep 17, 2020 | Inductive BiasSentence | CodeCode Available | 1 |
| Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks | Sep 17, 2020 | Inductive BiasObject | CodeCode Available | 1 |
| Self-Sampling for Neural Point Cloud Consolidation | Aug 14, 2020 | Inductive Bias | CodeCode Available | 1 |
| Fuzzy Graph Neural Network for Few-Shot Learning | Jul 19, 2020 | Few-Shot LearningGraph Neural Network | CodeCode Available | 1 |
| Learning to plan with uncertain topological maps | Jul 10, 2020 | Inductive BiasNavigate | CodeCode Available | 1 |
| Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering | Jul 1, 2020 | Inductive BiasQuestion Answering | CodeCode Available | 1 |
| Building powerful and equivariant graph neural networks with structural message-passing | Jun 26, 2020 | Graph RegressionInductive Bias | CodeCode Available | 1 |
| Improving Image Captioning with Better Use of Captions | Jun 21, 2020 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| Categorical Normalizing Flows via Continuous Transformations | Jun 17, 2020 | DecoderInductive Bias | CodeCode Available | 1 |
| Neural Anisotropy Directions | Jun 17, 2020 | Inductive Bias | CodeCode Available | 1 |
| Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks | Jun 16, 2020 | Graph Neural NetworkHuman-Object Interaction Detection | CodeCode Available | 1 |
| Counterexample-Guided Learning of Monotonic Neural Networks | Jun 16, 2020 | Inductive Bias | CodeCode Available | 1 |
| Neural Networks Fail to Learn Periodic Functions and How to Fix It | Jun 15, 2020 | Inductive Bias | CodeCode Available | 1 |
| How Interpretable and Trustworthy are GAMs? | Jun 11, 2020 | Additive modelsInductive Bias | CodeCode Available | 1 |
| Learning the geometry of wave-based imaging | Jun 10, 2020 | Inductive BiasPosition | CodeCode Available | 1 |
| M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender Systems | May 20, 2020 | Graph Representation LearningInductive Bias | CodeCode Available | 1 |
| An Investigation of Why Overparameterization Exacerbates Spurious Correlations | May 9, 2020 | Inductive Bias | CodeCode Available | 1 |
| ExpBERT: Representation Engineering with Natural Language Explanations | May 5, 2020 | Inductive BiasRelation Extraction | CodeCode Available | 1 |
| Logic and the 2-Simplicial Transformer | May 1, 2020 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 1 |
| Global Relational Models of Source Code | May 1, 2020 | Inductive BiasProgram Repair | CodeCode Available | 1 |
| Revisiting Unsupervised Relation Extraction | Apr 30, 2020 | Inductive BiasRelation | CodeCode Available | 1 |
| Orthogonal Over-Parameterized Training | Apr 9, 2020 | DiversityInductive Bias | CodeCode Available | 1 |
| On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial Location | Mar 16, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
