| Training RNNs as Fast as CNNs | Jan 1, 2018 | General ClassificationLanguage Modeling | CodeCode Available | 2 |
| Distributed Fine-tuning of Language Models on Private Data | Jan 1, 2018 | General KnowledgeLanguage 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 |
| New Baseline in Automatic Speech Recognition for Northern S\'ami | Jan 1, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction | Jan 1, 2018 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |
| PronouncUR: An Urdu Pronunciation Lexicon Generator | Jan 1, 2018 | Grapheme-to-Phoneme ConversionLanguage Modeling | —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 |
| Improving Generalization Performance by Switching from Adam to SGD | Dec 20, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Flexible Approach to Automated RNN Architecture Generation | Dec 20, 2017 | Language ModelingLanguage Modelling | —Unverified | 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 |
| A Novel Way of Identifying Cyber Predators | Dec 11, 2017 | General ClassificationLanguage Modeling | —Unverified | 0 |
| StrassenNets: Deep Learning with a Multiplication Budget | Dec 11, 2017 | Deep Learningimage-classification | CodeCode Available | 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 |
| Building competitive direct acoustics-to-word models for English conversational speech recognition | Dec 8, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Characterizing the hyper-parameter space of LSTM language models for mixed context applications | Dec 8, 2017 | Language ModelingLanguage Modelling | —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 |
| 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 |
| Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training | Dec 5, 2017 | Federated Learningimage-classification | CodeCode Available | 0 |
| State-of-the-art Speech Recognition With Sequence-to-Sequence Models | Dec 5, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Curriculum Design for Code-switching: Experiments with Language Identification and Language Modeling with Deep Neural Networks | Dec 1, 2017 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| Phonemic Transcription of Low-Resource Tonal Languages | Dec 1, 2017 | Acoustic ModellingLanguage Modeling | CodeCode Available | 0 |
| SuperOCR for ALTA 2017 Shared Task | 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 |
| The power of absolute discounting: all-dimensional distribution estimation | Dec 1, 2017 | AllLanguage Modeling | —Unverified | 0 |
| SVD-Softmax: Fast Softmax Approximation on Large Vocabulary Neural Networks | Dec 1, 2017 | GPULanguage Modeling | —Unverified | 0 |
| Preventing Gradient Explosions in Gated Recurrent Units | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Modeling with Recurrent Highway Hypernetworks | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| JU NITM at IJCNLP-2017 Task 5: A Classification Approach for Answer Selection in Multi-choice Question Answering System | Dec 1, 2017 | Answer SelectionClassification | —Unverified | 0 |
| Chinese Spelling Check based on N-gram and String Matching Algorithm | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| N-gram Model for Chinese Grammatical Error Diagnosis | Dec 1, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Visual Features for Context-Aware Speech Recognition | Dec 1, 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 |
| Deep Learning Scaling is Predictable, Empirically | Dec 1, 2017 | Deep LearningLanguage Modeling | —Unverified | 0 |
| Slim Embedding Layers for Recurrent Neural Language Models | Nov 27, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition | Nov 21, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Z-Forcing: Training Stochastic Recurrent Networks | Nov 15, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| ACtuAL: Actor-Critic Under Adversarial Learning | Nov 13, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| RDF2Vec: RDF Graph Embeddings and Their Applications | Nov 10, 2017 | Entity EmbeddingsGeneral Knowledge | CodeCode Available | 1 |
| Improved Twitter Sentiment Analysis Using Naive Bayes and Custom Language Model | Nov 10, 2017 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 |
| Breaking the Softmax Bottleneck: A High-Rank RNN Language Model | Nov 10, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Modeling for Code-Switched Data: Challenges and Approaches | Nov 9, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large-scale Cloze Test Dataset Created by Teachers | Nov 9, 2017 | Cloze TestLanguage Modeling | —Unverified | 0 |
| Learning K-way D-dimensional Discrete Code For Compact Embedding Representations | Nov 8, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unbounded cache model for online language modeling with open vocabulary | Nov 7, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Distributed Representation for Traditional Chinese Medicine Herb via Deep Learning Models | Nov 6, 2017 | Language ModelingLanguage Modelling | —Unverified | 0 |