| UNITER: Learning UNiversal Image-TExt Representations | Sep 25, 2019 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| Scalable Neural Learning for Verifiable Consistency with Temporal Specifications | Sep 25, 2019 | Adversarial RobustnessLanguage Modeling | —Unverified | 0 |
| Putting Machine Translation in Context with the Noisy Channel Model | Sep 25, 2019 | Document TranslationLanguage Modeling | —Unverified | 0 |
| XD: Cross-lingual Knowledge Distillation for Polyglot Sentence Embeddings | Sep 25, 2019 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Recurrent Hierarchical Topic-Guided Neural Language Models | Sep 25, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SoftAdam: Unifying SGD and Adam for better stochastic gradient descent | Sep 25, 2019 | image-classificationImage Classification | —Unverified | 0 |
| Sparse Transformer: Concentrated Attention Through Explicit Selection | Sep 25, 2019 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| Understanding Semantics from Speech Through Pre-training | Sep 24, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Code-switching Language Modeling With Bilingual Word Embeddings: A Case Study for Egyptian Arabic-English | Sep 24, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Inducing Constituency Trees through Neural Machine Translation | Sep 22, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Adapting Language Models for Non-Parallel Author-Stylized Rewriting | Sep 22, 2019 | DecoderDenoising | —Unverified | 0 |
| Creative GANs for generating poems, lyrics, and metaphors | Sep 20, 2019 | Generative Adversarial NetworkLanguage Modeling | CodeCode Available | 0 |
| Understanding Architectures Learnt by Cell-based Neural Architecture Search | Sep 20, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Self-Training for End-to-End Speech Recognition | Sep 19, 2019 | DiversityLanguage Modeling | —Unverified | 0 |
| AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models | Sep 19, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Random Gossip BMUF Process for Neural Language Modeling | Sep 19, 2019 | GPULanguage Modeling | —Unverified | 0 |
| A Comparison of Hybrid and End-to-End Models for Syllable Recognition | Sep 19, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| How Additional Knowledge can Improve Natural Language Commonsense Question Answering? | Sep 19, 2019 | ArticlesLanguage Modeling | —Unverified | 0 |
| Enriching BERT with Knowledge Graph Embeddings for Document Classification | Sep 18, 2019 | ClassificationDescriptive | CodeCode Available | 0 |
| Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences | Sep 18, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Pre-trained Language Model for Biomedical Question Answering | Sep 18, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Relaxed Softmax for learning from Positive and Unlabeled data | Sep 17, 2019 | Density EstimationLanguage Modeling | —Unverified | 0 |
| Pointer-based Fusion of Bilingual Lexicons into Neural Machine Translation | Sep 17, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Character-Centric Storytelling | Sep 17, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SUPP.AI: Finding Evidence for Supplement-Drug Interactions | Sep 17, 2019 | ArticlesGeneral Classification | CodeCode Available | 0 |
| Bridging Visual Perception with Contextual Semantics for Understanding Robot Manipulation Tasks | Sep 16, 2019 | AttributeCommon Sense Reasoning | —Unverified | 0 |
| Fast transcription of speech in low-resource languages | Sep 16, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle | Sep 16, 2019 | Abstractive Text SummarizationExtractive Summarization | —Unverified | 0 |
| Short-Text Classification Using Unsupervised Keyword Expansion | Sep 16, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing | Sep 15, 2019 | Cross-Lingual TransferDependency Parsing | CodeCode Available | 0 |
| Representation Learning in Geology and GilBERT | Sep 14, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Tree Transformer: Integrating Tree Structures into Self-Attention | Sep 14, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Semantic Structure Extraction for Spreadsheet Tables with a Multi-task Learning Architecture | Sep 14, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Speculative Beam Search for Simultaneous Translation | Sep 12, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Differentially Private Meta-Learning | Sep 12, 2019 | Federated LearningFew-Shot Learning | —Unverified | 0 |
| Dynamic Fusion: Attentional Language Model for Neural Machine Translation | Sep 11, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding | Sep 11, 2019 | Instance SegmentationLanguage Modeling | CodeCode Available | 0 |
| Learning Dynamic Author Representations with Temporal Language Models | Sep 11, 2019 | Information RetrievalLanguage Modeling | CodeCode Available | 0 |
| An Evalutation of Programming Language Models' performance on Software Defect Detection | Sep 10, 2019 | Defect DetectionLanguage Modeling | CodeCode Available | 0 |
| Countering Language Drift via Visual Grounding | Sep 10, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multimodal Embeddings from Language Models | Sep 10, 2019 | Emotion RecognitionLanguage Modeling | CodeCode Available | 0 |
| Reverse Transfer Learning: Can Word Embeddings Trained for Different NLP Tasks Improve Neural Language Models? | Sep 9, 2019 | domain classificationLanguage Modeling | —Unverified | 0 |
| Span Selection Pre-training for Question Answering | Sep 9, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Knowledge Enhanced Contextual Word Representations | Sep 9, 2019 | Entity LinkingEntity Typing | CodeCode Available | 0 |
| LAMOL: LAnguage MOdeling for Lifelong Language Learning | Sep 7, 2019 | Continual LearningLanguage Modeling | CodeCode Available | 0 |
| KG-BERT: BERT for Knowledge Graph Completion | Sep 7, 2019 | Knowledge Graph CompletionKnowledge Graphs | CodeCode Available | 0 |
| Auto-GNN: Neural Architecture Search of Graph Neural Networks | Sep 7, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Extractive and Abstractive Neural Document Summarization with Transformer Language Models | Sep 7, 2019 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
| Semantics-aware BERT for Language Understanding | Sep 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Robustness to Modification with Shared Words in Paraphrase Identification | Sep 5, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |