| Recurrent Neural Network-Based Semantic Variational Autoencoder for Sequence-to-Sequence Learning | Feb 9, 2018 | ImputationLanguage Modeling | CodeCode Available | 0 |
| Polisis: Automated Analysis and Presentation of Privacy Policies Using Deep Learning | Feb 7, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling | Feb 7, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text | Feb 5, 2018 | Dialogue GenerationDiversity | CodeCode Available | 0 |
| Nested LSTMs | Jan 31, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Accelerating recurrent neural network language model based online speech recognition system | Jan 30, 2018 | CPUGPU | —Unverified | 0 |
| Discrete Autoencoders for Sequence Models | Jan 29, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction | Jan 26, 2018 | DecoderGrammatical Error Correction | CodeCode Available | 0 |
| Enhancing Translation Language Models with Word Embedding for Information Retrieval | Jan 11, 2018 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Stochastic Learning of Nonstationary Kernels for Natural Language Modeling | Jan 11, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploring Architectures, Data and Units For Streaming End-to-End Speech Recognition with RNN-Transducer | Jan 2, 2018 | DecoderLanguage Modeling | —Unverified | 0 |
| Learning Document Embeddings With CNNs | Jan 1, 2018 | Document EmbeddingLanguage Modeling | —Unverified | 0 |
| EXPLORING NEURAL ARCHITECTURE SEARCH FOR LANGUAGE TASKS | Jan 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Gated ConvNets for Letter-Based ASR | Jan 1, 2018 | DecoderLanguage Modeling | —Unverified | 0 |
| Learning to Write by Learning the Objective | Jan 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distributed Fine-tuning of Language Models on Private Data | Jan 1, 2018 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Dense Recurrent Neural Network with Attention Gate | Jan 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Goal-oriented Neural Conversation Model by Self-Play | Jan 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Simple Fully Connected Network for Composing Word Embeddings from Characters | Jan 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction | Jan 1, 2018 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| LSH Softmax: Sub-Linear Learning and Inference of the Softmax Layer in Deep Architectures | Jan 1, 2018 | Deep LearningLanguage Modeling | —Unverified | 0 |
| From Information Bottleneck To Activation Norm Penalty | Jan 1, 2018 | General Classificationimage-classification | —Unverified | 0 |
| LEARNING TO ORGANIZE KNOWLEDGE WITH N-GRAM MACHINES | Jan 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PronouncUR: An Urdu Pronunciation Lexicon Generator | Jan 1, 2018 | Grapheme-to-Phoneme ConversionLanguage Modeling | —Unverified | 0 |
| New Baseline in Automatic Speech Recognition for Northern S\'ami | Jan 1, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Noise-Based Regularizers for Recurrent Neural Networks | Jan 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Realtime query completion via deep language models | Jan 1, 2018 | CPULanguage Modeling | —Unverified | 0 |
| Predictive power of word surprisal for reading times is a linear function of language model quality | Jan 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Continuous User Representations through Hybrid Filtering with doc2vec | Dec 31, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Topic Compositional Neural Language Model | Dec 28, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Letter-Based Speech Recognition with Gated ConvNets | Dec 22, 2017 | DecoderLanguage Modeling | CodeCode Available | 0 |
| A Flexible Approach to Automated RNN Architecture Generation | Dec 20, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Generalization Performance by Switching from Adam to SGD | Dec 20, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Differentially Private Distributed Learning for Language Modeling Tasks | Dec 20, 2017 | General KnowledgeLanguage Modeling | —Unverified | 0 |
| Subword and Crossword Units for CTC Acoustic Models | Dec 19, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| StrassenNets: Deep Learning with a Multiplication Budget | Dec 11, 2017 | Deep Learningimage-classification | CodeCode Available | 0 |
| A Novel Way of Identifying Cyber Predators | Dec 11, 2017 | General ClassificationLanguage Modeling | —Unverified | 0 |
| Contextualized Word Representations for Reading Comprehension | Dec 10, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Fine-Grained Object Recognition and Zero-Shot Learning in Remote Sensing Imagery | Dec 9, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Characterizing the hyper-parameter space of LSTM language models for mixed context applications | Dec 8, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Building competitive direct acoustics-to-word models for English conversational speech recognition | Dec 8, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An analysis of incorporating an external language model into a sequence-to-sequence model | Dec 6, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Deep Gradient Compression Reduce the Communication Bandwidth For distributed Traning | Dec 5, 2017 | Federated Learningimage-classification | CodeCode Available | 0 |
| Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training | Dec 5, 2017 | Federated Learningimage-classification | CodeCode Available | 0 |
| No Need for a Lexicon? Evaluating the Value of the Pronunciation Lexica in End-to-End Models | Dec 5, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text Generation Based on Generative Adversarial Nets with Latent Variable | Dec 1, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Preventing Gradient Explosions in Gated Recurrent Units | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Visual Features for Context-Aware Speech Recognition | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| N-gram Model for Chinese Grammatical Error Diagnosis | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Stock Market Prediction with Deep Learning: A Character-based Neural Language Model for Event-based Trading | Dec 1, 2017 | Feature EngineeringLanguage Modeling | —Unverified | 0 |