| Exploring RNN-Transducer for Chinese Speech Recognition | Nov 13, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| An Online Attention-based Model for Speech Recognition | Nov 13, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks | Nov 13, 2018 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| Unsupervised Transfer Learning for Spoken Language Understanding in Intelligent Agents | Nov 13, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Modular Networks: Learning to Decompose Neural Computation | Nov 13, 2018 | DiversityLanguage Modeling | —Unverified | 0 |
| Forecasting People's Needs in Hurricane Events from Social Network | Nov 12, 2018 | DecoderLanguage Modeling | —Unverified | 0 |
| Fine-tuning of Language Models with Discriminator | Nov 12, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Effective Representation for Easy-First Dependency Parsing | Nov 8, 2018 | Dependency ParsingLanguage Modeling | CodeCode Available | 0 |
| Federated Learning for Mobile Keyboard Prediction | Nov 8, 2018 | Federated LearningLanguage Modeling | CodeCode Available | 0 |
| Compositional Language Understanding with Text-based Relational Reasoning | Nov 7, 2018 | Common Sense ReasoningInductive Bias | CodeCode Available | 0 |
| Language model integration based on memory control for sequence to sequence speech recognition | Nov 6, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Discriminative training of RNNLMs with the average word error criterion | Nov 6, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Transfer learning of language-independent end-to-end ASR with language model fusion | Nov 6, 2018 | DecoderLanguage Modeling | —Unverified | 0 |
| Mesh-TensorFlow: Deep Learning for Supercomputers | Nov 5, 2018 | Deep LearningLanguage Modeling | —Unverified | 0 |
| The Marchex 2018 English Conversational Telephone Speech Recognition System | Nov 5, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Do RNNs learn human-like abstract word order preferences? | Nov 5, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Unsupervised Speech-to-Text Translation | Nov 4, 2018 | DenoisingLanguage Modeling | —Unverified | 0 |
| Progress and Tradeoffs in Neural Language Models | Nov 2, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Training Neural Speech Recognition Systems with Synthetic Speech Augmentation | Nov 2, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks | Nov 2, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Cycle-consistency training for end-to-end speech recognition | Nov 2, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Adversarial Training of End-to-end Speech Recognition Using a Criticizing Language Model | Nov 2, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Importance of Self-Attention for Sentiment Analysis | Nov 1, 2018 | ClassificationDecision Making | —Unverified | 0 |
| `Indicatements' that character language models learn English morpho-syntactic units and regularities | Nov 1, 2018 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Learning to Define Terms in the Software Domain | Nov 1, 2018 | Knowledge Base PopulationLanguage Modeling | —Unverified | 0 |
| Convolutions Are All You Need (For Classifying Character Sequences) | Nov 1, 2018 | AllClassification | —Unverified | 0 |
| Language Models Learn POS First | Nov 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models | Nov 1, 2018 | ClusteringLanguage Modeling | —Unverified | 0 |
| Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages? | Nov 1, 2018 | Language AcquisitionLanguage Modeling | —Unverified | 0 |
| Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis | Nov 1, 2018 | CCG SupertaggingLanguage Modeling | —Unverified | 0 |
| Closing Brackets with Recurrent Neural Networks | Nov 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| What do RNN Language Models Learn about Filler--Gap Dependencies? | Nov 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model | Nov 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Juman++: A Morphological Analysis Toolkit for Scriptio Continua | Nov 1, 2018 | Art AnalysisLanguage Modeling | CodeCode Available | 0 |
| On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition | Nov 1, 2018 | Data AugmentationLanguage Identification | CodeCode Available | 0 |
| Understanding Learning Dynamics Of Language Models with SVCCA | Nov 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Coherent and Cohesive Long-form Text Generation | Nov 1, 2018 | FormLanguage Modeling | —Unverified | 0 |
| Improving Machine Reading Comprehension with General Reading Strategies | Oct 31, 2018 | ARCLanguage Modeling | CodeCode Available | 0 |
| Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model | Oct 30, 2018 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Towards End-to-end Automatic Code-Switching Speech Recognition | Oct 30, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Recurrent Attention Unit | Oct 30, 2018 | General ClassificationHandwriting Recognition | —Unverified | 0 |
| Visual Re-ranking with Natural Language Understanding for Text Spotting | Oct 29, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Counting in Language with RNNs | Oct 29, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Language Modeling with Sparse Product of Sememe Experts | Oct 29, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Cascaded CNN-resBiLSTM-CTC: An End-to-End Acoustic Model For Speech Recognition | Oct 29, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training | Oct 28, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Can Entropy Explain Successor Surprisal Effects in Reading? | Oct 26, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling | Oct 24, 2018 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Universal Language Model Fine-Tuning with Subword Tokenization for Polish | Oct 24, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Deep Generative Acoustic Model for Compositional Automatic Speech Recognition | Oct 23, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |