| 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 |
| Limits of Detecting Text Generated by Large-Scale Language Models | Feb 9, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA | Feb 9, 2020 | Audio GenerationAudio Synthesis | —Unverified | 0 |
| Introducing Aspects of Creativity in Automatic Poetry Generation | Feb 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Consistency of a Recurrent Language Model With Respect to Incomplete Decoding | Feb 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Aligning the Pretraining and Finetuning Objectives of Language Models | Feb 5, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Difference-of-Convex Programming Approach With Parallel Branch-and-Bound For Sentence Compression Via A Hybrid Extractive Model | Feb 2, 2020 | global-optimizationLanguage Modeling | —Unverified | 0 |
| Aspect-based Academic Search using Domain-specific KB | Jan 29, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PEL-BERT: A Joint Model for Protocol Entity Linking | Jan 28, 2020 | DescriptiveEntity Linking | —Unverified | 0 |
| Compressing Language Models using Doped Kronecker Products | Jan 24, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data | Jan 22, 2020 | Image RetrievalImage-text matching | —Unverified | 0 |
| Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard | Jan 20, 2020 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Block-wise Dynamic Sparseness | Jan 14, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Continuous Space Neural Language Model for Bengali Language | Jan 11, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Cross-Context Entity Representations from Text | Jan 11, 2020 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| Towards Minimal Supervision BERT-based Grammar Error Correction | Jan 10, 2020 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| Automatic Business Process Structure Discovery using Ordered Neurons LSTM: A Preliminary Study | Jan 5, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transformer-based language modeling and decoding for conversational speech recognition | Jan 4, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Incremental Monoidal Grammars | Jan 2, 2020 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 |
| Dual Multi-head Co-attention for Multi-choice Reading Comprehension | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FedBoost: A Communication-Efficient Algorithm for Federated Learning | Jan 1, 2020 | Density EstimationFederated Learning | —Unverified | 0 |
| Training Deep Networks with Stochastic Gradient Normalized by Layerwise Adaptive Second Moments | Jan 1, 2020 | General Classificationimage-classification | —Unverified | 0 |
| PoKED: A Semi-Supervised System for Word Sense Disambiguation | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Script knowledge constrains ellipses in fragments – Evidence from production data and language modeling | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pseudo-Masked Language Models for Unified Language Model Pre-Training | Jan 1, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| Retrieval Augmented Language Model Pre-Training | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |