| Transformer-based language modeling and decoding for conversational speech recognition | Jan 4, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Incremental Monoidal Grammars | Jan 2, 2020 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 |
| Script knowledge constrains ellipses in fragments – Evidence from production data and language modeling | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dual Multi-head Co-attention for Multi-choice Reading Comprehension | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Transformer Optimization Through Better Initialization | Jan 1, 2020 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Improving Transformer Optimization Through Better Initialization | Jan 1, 2020 | DecoderLanguage Modeling | CodeCode Available | 1 |
| FedBoost: A Communication-Efficient Algorithm for Federated Learning | Jan 1, 2020 | Density EstimationFederated Learning | —Unverified | 0 |
| Retrieval Augmented Language Model Pre-Training | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pseudo-Masked Language Models for Unified Language Model Pre-Training | Jan 1, 2020 | DecoderLanguage Modeling | —Unverified | 0 |
| PoKED: A Semi-Supervised System for Word Sense Disambiguation | Jan 1, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Training Deep Networks with Stochastic Gradient Normalized by Layerwise Adaptive Second Moments | Jan 1, 2020 | General Classificationimage-classification | —Unverified | 0 |
| oLMpics -- On what Language Model Pre-training Captures | Dec 31, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| "Hinglish" Language -- Modeling a Messy Code-Mixed Language | Dec 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improved Multi-Stage Training of Online Attention-based Encoder-Decoder Models | Dec 28, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Encoding word order in complex embeddings | Dec 27, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Convolutional Quantum-Like Language Model with Mutual-Attention for Product Rating Prediction | Dec 25, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection | Dec 25, 2019 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| Candidate Fusion: Integrating Language Modelling into a Sequence-to-Sequence Handwritten Word Recognition Architecture | Dec 21, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Recurrent Hierarchical Topic-Guided RNN for Language Generation | Dec 21, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language Models | Dec 20, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Hierarchical Character Embeddings: Learning Phonological and Semantic Representations in Languages of Logographic Origin using Recursive Neural Networks | Dec 20, 2019 | DiagnosticLanguage Modeling | CodeCode Available | 0 |
| Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model | Dec 20, 2019 | Entity TypingLanguage Modeling | —Unverified | 0 |
| BERTje: A Dutch BERT Model | Dec 19, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems | Dec 19, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Analyzing Information Leakage of Updates to Natural Language Models | Dec 17, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KARL: Knowledge-Aware Reasoning Memory Modeling with Reinforcement Learning of Vector Space | Dec 16, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| WaLDORf: Wasteless Language-model Distillation On Reading-comprehension | Dec 13, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Recurrent Highway Networks with Grouped Auxiliary Memory | Dec 13, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Just Add Functions: A Neural-Symbolic Language Model | Dec 11, 2019 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| FlauBERT: Unsupervised Language Model Pre-training for French | Dec 11, 2019 | FLUELanguage Modeling | CodeCode Available | 0 |
| Zero-shot Text Classification With Generative Language Models | Dec 10, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| A Feasible Framework for Arbitrary-Shaped Scene Text Recognition | Dec 10, 2019 | Instance SegmentationLanguage Modeling | CodeCode Available | 0 |
| Audio-attention discriminative language model for ASR rescoring | Dec 6, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Comparative Study of Pretrained Language Models on Thai Social Text Categorization | Dec 3, 2019 | General ClassificationLanguage Modeling | —Unverified | 0 |
| Unsupervised Inflection Generation Using Neural Language Modeling | Dec 3, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multiscale Self Attentive Convolutions for Vision and Language Modeling | Dec 3, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Academic Paper Generation | Dec 2, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Model Bootstrapping Using Neural Machine Translation For Conversational Speech Recognition | Dec 2, 2019 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Language Modelling with NMT Query Translation for Amharic-Arabic Cross-Language Information Retrieval | Dec 1, 2019 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Mixtape: Breaking the Softmax Bottleneck Efficiently | Dec 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Memory Efficient Adaptive Optimization | Dec 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Shuffle-Exchange Networks - Sequence Processing in O(n log n) Time | Dec 1, 2019 | LAMBADALanguage Modeling | CodeCode Available | 0 |
| DATA: Differentiable ArchiTecture Approximation | Dec 1, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Automatic Creation of Text Corpora for Low-Resource Languages from the Internet: The Case of Swiss German | Nov 30, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Neural language modeling of free word order argument structure | Nov 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pythia: AI-assisted Code Completion System | Nov 29, 2019 | Code CompletionLanguage Modeling | CodeCode Available | 0 |
| An Iterative Polishing Framework based on Quality Aware Masked Language Model for Chinese Poetry Generation | Nov 29, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Minimum Bayes Risk Training of RNN-Transducer for End-to-End Speech Recognition | Nov 28, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Inducing Relational Knowledge from BERT | Nov 28, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SimpleBooks: Long-term dependency book dataset with simplified English vocabulary for word-level language modeling | Nov 27, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |