| The emergence of number and syntax units in LSTM language models | Mar 18, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Lemmatization of Non-Standard Languages with Joint Learning | Mar 16, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Maybe Deep Neural Networks are the Best Choice for Modeling Source Code | Mar 13, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Partially Shuffling the Training Data to Improve Language Models | Mar 11, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Neural Language Modeling with Visual Features | Mar 7, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PROPS: Probabilistic personalization of black-box sequence models | Mar 5, 2019 | ArticlesLanguage Modeling | CodeCode Available | 0 |
| Russian Language Datasets in the Digitial Humanities Domain and Their Evaluation with Word Embeddings | Mar 4, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Structural Supervision Improves Learning of Non-Local Grammatical Dependencies | Mar 3, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rotational Unit of Memory: A Novel Representation Unit for RNNs with Scalable Applications | Mar 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Contextual Representation Learning With Continuous Outputs | Mar 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Contextual Representation Learning Without Softmax Layer | Feb 28, 2019 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 |
| Alternating Synthetic and Real Gradients for Neural Language Modeling | Feb 27, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models | Feb 27, 2019 | General ClassificationLanguage Modeling | CodeCode Available | 0 |
| A Framework for Decoding Event-Related Potentials from Text | Feb 27, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Spatio-Temporal Dynamics and Semantic Attribute Enriched Visual Encoding for Video Captioning | Feb 27, 2019 | AttributeCaption Generation | —Unverified | 0 |
| Robust Authorship Verification with Transfer Learning | Feb 27, 2019 | Authorship VerificationGenerative Adversarial Network | —Unverified | 0 |
| Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion Mining | Feb 27, 2019 | Domain AdaptationGeneral Classification | CodeCode Available | 0 |
| Polyglot Contextual Representations Improve Crosslingual Transfer | Feb 26, 2019 | Dependency ParsingLanguage Modeling | CodeCode Available | 0 |
| Using Deep Object Features for Image Descriptions | Feb 25, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Fixed-Size Ordinally Forgetting Encoding Based Word Sense Disambiguation | Feb 23, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities | Feb 21, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pretrained language model transfer on neural named entity recognition in Indonesian conversational texts | Feb 21, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Phoneme Level Language Models for Sequence Based Low Resource ASR | Feb 20, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Emergence of order in random languages | Feb 20, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A spelling correction model for end-to-end speech recognition | Feb 19, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention | Feb 15, 2019 | Explanation GenerationLanguage Modeling | —Unverified | 0 |
| Improving Semantic Parsing for Task Oriented Dialog | Feb 15, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots | Feb 12, 2019 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model | Feb 11, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Compression of Recurrent Neural Networks for Efficient Language Modeling | Feb 6, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Choice of Modeling Unit for Sequence-to-Sequence Speech Recognition | Feb 5, 2019 | DecoderLanguage Modeling | CodeCode Available | 0 |
| The Referential Reader: A Recurrent Entity Network for Anaphora Resolution | Feb 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Review Conversational Reading Comprehension | Feb 3, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multi-Task Deep Neural Networks for Natural Language Understanding | Jan 31, 2019 | Domain AdaptationLanguage Modeling | CodeCode Available | 0 |
| A Generalized Language Model in Tensor Space | Jan 31, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Hardware-Guided Symbiotic Training for Compact, Accurate, yet Execution-Efficient LSTM | Jan 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Doubly Sparse: Sparse Mixture of Sparse Experts for Efficient Softmax Inference | Jan 30, 2019 | image-classificationImage Classification | —Unverified | 0 |
| Memory-Efficient Adaptive Optimization | Jan 30, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Latent Normalizing Flows for Discrete Sequences | Jan 29, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Neural Network Quantization without Retraining using Outlier Channel Splitting | Jan 28, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Variational Smoothing in Recurrent Neural Network Language Models | Jan 27, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Model Pre-training for Hierarchical Document Representations | Jan 26, 2019 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| 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 |
| Predicting the Mumble of Wireless Channel with Sequence-to-Sequence Models | Jan 14, 2019 | Caption GenerationLanguage Modeling | —Unverified | 0 |
| Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees | Jan 14, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |