| State-Regularized Recurrent Neural Networks | Jan 25, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-lingual Language Model Pretraining | Jan 22, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Robust Chinese Word Segmentation with Contextualized Word Representations | Jan 17, 2019 | Chinese Word SegmentationLanguage Modeling | —Unverified | 0 |
| Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees | Jan 14, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models | Jan 14, 2019 | Caption GenerationLanguage Modeling | —Unverified | 0 |
| Passage Re-ranking with BERT | Jan 13, 2019 | Language ModelingPassage Re-Ranking | CodeCode Available | 1 |
| Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context | Jan 9, 2019 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| What do Language Representations Really Represent? | Jan 9, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Team Papelo: Transformer Networks at FEVER | Jan 8, 2019 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder | Jan 6, 2019 | DenoisingLanguage Modeling | —Unverified | 0 |
| Adaptive User Modeling with Long and Short-Term Preferences for Personalized Recommendation | Jan 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Transfer learning from language models to image caption generators: Better models may not transfer better | Jan 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Advancing Acoustic-to-Word CTC Model with Attention and Mixed-Units | Dec 31, 2018 | DecoderLanguage Modeling | —Unverified | 0 |
| ATHENA: Automated Tuning of Genomic Error Correction Algorithms using Language Models | Dec 30, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving the Interpretability of Deep Neural Networks with Knowledge Distillation | Dec 28, 2018 | EthicsKnowledge Distillation | —Unverified | 0 |
| Exploring Weight Symmetry in Deep Neural Networks | Dec 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Knowledge Representation Learning: A Quantitative Review | Dec 28, 2018 | General ClassificationInformation Retrieval | CodeCode Available | 2 |
| Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling | Dec 28, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hierarchical LSTMs with Adaptive Attention for Visual Captioning | Dec 26, 2018 | Caption GenerationImage Captioning | —Unverified | 0 |
| Quantized-Dialog Language Model for Goal-Oriented Conversational Systems | Dec 26, 2018 | Dialog LearningGoal-Oriented Dialog | —Unverified | 0 |
| Precision Highway for Ultra Low-Precision Quantization | Dec 24, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition | Dec 24, 2018 | Handwritten Chinese Text RecognitionLanguage Modeling | CodeCode Available | 1 |
| Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching | Dec 23, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| What Is One Grain of Sand in the Desert? Analyzing Individual Neurons in Deep NLP Models | Dec 21, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Conditional BERT Contextual Augmentation | Dec 17, 2018 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| Learning Private Neural Language Modeling with Attentive Aggregation | Dec 17, 2018 | Federated LearningLanguage Modeling | CodeCode Available | 0 |
| Feature Fusion Effects of Tensor Product Representation on (De)Compositional Network for Caption Generation for Images | Dec 17, 2018 | Caption GenerationImage Captioning | —Unverified | 0 |
| Fully Convolutional Speech Recognition | Dec 17, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Recurrent Neural Networks with Pre-trained Language Model Embedding for Slot Filling Task | Dec 12, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Scalable language model adaptation for spoken dialogue systems | Dec 11, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Layer Flexible Adaptive Computational Time | Dec 6, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Abstractive Text Summarization with Sequence-to-Sequence Models | Dec 5, 2018 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 1 |
| Practical Text Classification With Large Pre-Trained Language Models | Dec 4, 2018 | ClassificationEmotion Classification | CodeCode Available | 0 |
| Parameter Re-Initialization through Cyclical Batch Size Schedules | Dec 4, 2018 | General Classificationimage-classification | —Unverified | 0 |
| Quantification and Analysis of Scientific Language Variation Across Research Fields | Dec 4, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Comparing Neural- and N-Gram-Based Language Models for Word Segmentation | Dec 3, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Effectiveness of Character Language Model for Vietnamese Named Entity Recognition | Dec 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Universal Language Model Fine-tuning for Patent Classification | Dec 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| A Simple Cache Model for Image Recognition | Dec 1, 2018 | General ClassificationLanguage Modeling | —Unverified | 0 |
| Incorporating Context into Language Encoding Models for fMRI | Dec 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Multimodal Learning: An Effective Method for Video Classification | Nov 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| On the Computational Inefficiency of Large Batch Sizes for Stochastic Gradient Descent | Nov 30, 2018 | image-classificationImage Classification | —Unverified | 0 |
| Acoustics-guided evaluation (AGE): a new measure for estimating performance of speech enhancement algorithms for robust ASR | Nov 28, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network | Nov 28, 2018 | General Classificationimage-classification | CodeCode Available | 0 |
| Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding | Nov 28, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Are 2D-LSTM really dead for offline text recognition? | Nov 27, 2018 | GPUHandwritten Text Recognition | —Unverified | 0 |
| Learning to Discover, Ground and Use Words with Segmental Neural Language Models | Nov 23, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Quantifying Uncertainties in Natural Language Processing Tasks | Nov 18, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-cell LSTM Based Neural Language Model | Nov 15, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extractive Summary as Discrete Latent Variables | Nov 14, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |