| XGPT: Cross-modal Generative Pre-Training for Image Captioning | Mar 3, 2020 | Data AugmentationDenoising | —Unverified | 0 |
| A Deep Generative Model for Fragment-Based Molecule Generation | Feb 28, 2020 | Drug DesignLanguage Modeling | CodeCode Available | 0 |
| Using a thousand optimization tasks to learn hyperparameter search strategies | Feb 27, 2020 | DiversityGeneral Classification | —Unverified | 0 |
| Quantized Neural Network Inference with Precision Batching | Feb 26, 2020 | GPULanguage Modeling | —Unverified | 0 |
| Refined Gate: A Simple and Effective Gating Mechanism for Recurrent Units | Feb 26, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sparse Sinkhorn Attention | Feb 26, 2020 | Document ClassificationImage Generation | CodeCode Available | 0 |
| Object Relational Graph with Teacher-Recommended Learning for Video Captioning | Feb 26, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Density Ratio Approach to Language Model Fusion in End-To-End Automatic Speech Recognition | Feb 26, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A more abstractive summarization model | Feb 25, 2020 | Abstractive Text SummarizationDecoder | —Unverified | 0 |
| Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity | Feb 24, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sequence Preserving Network Traffic Generation | Feb 23, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scalable Second Order Optimization for Deep Learning | Feb 20, 2020 | CPUDeep Learning | CodeCode Available | 0 |
| MaxUp: A Simple Way to Improve Generalization of Neural Network Training | Feb 20, 2020 | Few-Shot Image ClassificationGeneral Classification | CodeCode Available | 0 |
| A Systematic Comparison of Architectures for Document-Level Sentiment Classification | Feb 19, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| Studying the Effects of Cognitive Biases in Evaluation of Conversational Agents | Feb 18, 2020 | Decision MakingLanguage Modeling | —Unverified | 0 |
| A Financial Service Chatbot based on Deep Bidirectional Transformers | Feb 17, 2020 | Chatbotintent-classification | —Unverified | 0 |
| Global and Local Feature Learning for Ego-Network Analysis | Feb 16, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FQuAD: French Question Answering Dataset | Feb 14, 2020 | ArticlesFQuAD | —Unverified | 0 |
| A Data Efficient End-To-End Spoken Language Understanding Architecture | Feb 14, 2020 | ChunkingLanguage Modeling | —Unverified | 0 |
| CBAG: Conditional Biomedical Abstract Generation | Feb 13, 2020 | Abstract generationDescriptive | —Unverified | 0 |
| Comparison of Turkish Word Representations Trained on Different Morphological Forms | Feb 13, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges | Feb 13, 2020 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Pre-Training for Query Rewriting in A Spoken Language Understanding System | Feb 13, 2020 | Entity ResolutionFriction | —Unverified | 0 |
| Regularizing activations in neural networks via distribution matching with the Wasserstein metric | Feb 13, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning | Feb 10, 2020 | Decision MakingGeneral Classification | —Unverified | 0 |