| 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 |
| Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks | Nov 2, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Training Neural Speech Recognition Systems with Synthetic Speech Augmentation | Nov 2, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Progress and Tradeoffs in Neural Language Models | Nov 2, 2018 | Language ModelingLanguage Modelling | —Unverified | 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 |
| Learning to Define Terms in the Software Domain | Nov 1, 2018 | Knowledge Base PopulationLanguage Modeling | —Unverified | 0 |
| Does Syntactic Knowledge in Multilingual Language Models Transfer Across Languages? | Nov 1, 2018 | Language AcquisitionLanguage Modeling | —Unverified | 0 |
| Importance of Self-Attention for Sentiment Analysis | Nov 1, 2018 | ClassificationDecision Making | —Unverified | 0 |
| Juman++: A Morphological Analysis Toolkit for Scriptio Continua | Nov 1, 2018 | Art AnalysisLanguage Modeling | CodeCode Available | 0 |
| Interpreting Word-Level Hidden State Behaviour of Character-Level LSTM Language Models | Nov 1, 2018 | ClusteringLanguage Modeling | —Unverified | 0 |
| Closing Brackets with Recurrent Neural Networks | Nov 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| `Indicatements' that character language models learn English morpho-syntactic units and regularities | Nov 1, 2018 | Feature EngineeringLanguage 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 |
| Language Modeling Teaches You More than Translation Does: Lessons Learned Through Auxiliary Syntactic Task Analysis | Nov 1, 2018 | CCG SupertaggingLanguage Modeling | —Unverified | 0 |
| Towards Coherent and Cohesive Long-form Text Generation | Nov 1, 2018 | FormLanguage Modeling | —Unverified | 0 |
| Representation of Word Meaning in the Intermediate Projection Layer of a Neural Language Model | Nov 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition | Nov 1, 2018 | Data AugmentationLanguage Identification | CodeCode Available | 0 |
| What do RNN Language Models Learn about Filler--Gap Dependencies? | Nov 1, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Understanding Learning Dynamics Of Language Models with SVCCA | Nov 1, 2018 | Language ModelingLanguage Modelling | —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 |
| Recurrent Attention Unit | Oct 30, 2018 | General ClassificationHandwriting Recognition | —Unverified | 0 |
| Towards End-to-end Automatic Code-Switching Speech Recognition | Oct 30, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Visual Re-ranking with Natural Language Understanding for Text Spotting | Oct 29, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Modeling with Sparse Product of Sememe Experts | Oct 29, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Counting in Language with RNNs | Oct 29, 2018 | Language ModelingLanguage Modelling | —Unverified | 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 |
| Neural Transition-based Syntactic Linearization | Oct 23, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Deep Generative Acoustic Model for Compositional Automatic Speech Recognition | Oct 23, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Language Modeling at Scale | Oct 23, 2018 | GPULanguage Modeling | —Unverified | 0 |
| Bridging HMMs and RNNs through Architectural Transformations | Oct 22, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks | Oct 22, 2018 | Constituency Grammar InductionInductive Bias | CodeCode Available | 0 |
| Training Neural Speech Recognition Systems with Synthetic Speech Augmentation | Oct 22, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Real-time Neural-based Input Method | Oct 19, 2018 | CPULanguage Modeling | —Unverified | 0 |
| Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations | Oct 17, 2018 | Continual LearningLanguage Modeling | CodeCode Available | 0 |
| Evolutionary Stochastic Gradient Descent for Optimization of Deep Neural Networks | Oct 16, 2018 | Evolutionary AlgorithmsLanguage Modeling | CodeCode Available | 0 |
| Trellis Networks for Sequence Modeling | Oct 15, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Structured Content Preservation for Unsupervised Text Style Transfer | Oct 15, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling | Oct 7, 2018 | Chinese Word SegmentationDecoder | CodeCode Available | 0 |
| Understanding Recurrent Neural Architectures by Analyzing and Synthesizing Long Distance Dependencies in Benchmark Sequential Datasets | Oct 6, 2018 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Multilingual sequence-to-sequence speech recognition: architecture, transfer learning, and language modeling | Oct 4, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Compressed Transforms with Low Displacement Rank | Oct 4, 2018 | image-classificationImage Classification | CodeCode Available | 0 |