| Investigation on N-gram Approximated RNNLMs for Recognition of Morphologically Rich Speech | Jul 15, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learn Spelling from Teachers: Transferring Knowledge from Language Models to Sequence-to-Sequence Speech Recognition | Jul 13, 2019 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Hello, It's GPT-2 -- How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems | Jul 12, 2019 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| The University of Edinburgh's Submissions to the WMT19 News Translation Task | Jul 12, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Can Unconditional Language Models Recover Arbitrary Sentences? | Jul 10, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Memory Layers with Product Keys | Jul 10, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Exploring Conditioning for Generative Music Systems with Human-Interpretable Controls | Jul 9, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural or Statistical: An Empirical Study on Language Models for Chinese Input Recommendation on Mobile | Jul 9, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| To Tune or Not To Tune? How About the Best of Both Worlds? | Jul 9, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| UW-BHI at MEDIQA 2019: An Analysis of Representation Methods for Medical Natural Language Inference | Jul 9, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition | Jul 9, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Applying a Pre-trained Language Model to Spanish Twitter Humor Prediction | Jul 6, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improved low-resource Somali speech recognition by semi-supervised acoustic and language model training | Jul 6, 2019 | Acoustic ModellingAutomatic Speech Recognition | —Unverified | 0 |
| Kite: Automatic speech recognition for unmanned aerial vehicles | Jul 2, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Augmenting Self-attention with Persistent Memory | Jul 2, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Estimating senses with sets of lexically related words for Polish word sense disambiguation | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Interpolated Spectral NGram Language Models | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Combining Knowledge Hunting and Neural Language Models to Solve the Winograd Schema Challenge | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Barack's Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling | Jul 1, 2019 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| Language Modeling with Shared Grammar | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-Domain NER using Cross-Domain Language Modeling | Jul 1, 2019 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 0 |
| A Surprisingly Robust Trick for the Winograd Schema Challenge | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Large Dataset and Language Model Fun-Tuning for Humor Recognition | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Flamb\'e: A Customizable Framework for Machine Learning Experiments | Jul 1, 2019 | BIG-bench Machine LearningLanguage Modeling | —Unverified | 0 |
| Task Refinement Learning for Improved Accuracy and Stability of Unsupervised Domain Adaptation | Jul 1, 2019 | Domain AdaptationLanguage Modeling | CodeCode Available | 0 |
| Microsoft Icecaps: An Open-Source Toolkit for Conversation Modeling | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Online Infix Probability Computation for Probabilistic Finite Automata | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MAAM: A Morphology-Aware Alignment Model for Unsupervised Bilingual Lexicon Induction | Jul 1, 2019 | Bilingual Lexicon InductionDenoising | —Unverified | 0 |
| Unsupervised Pretraining for Neural Machine Translation Using Elastic Weight Consolidation | Jul 1, 2019 | DecoderLanguage Modeling | —Unverified | 0 |
| Stochastic Tokenization with a Language Model for Neural Text Classification | Jul 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Training Hybrid Language Models by Marginalizing over Segmentations | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Context-specific Language Modeling for Human Trafficking Detection from Online Advertisements | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Latent Structure Models for Natural Language Processing | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR | Jul 1, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Evaluating Language Model Finetuning Techniques for Low-resource Languages | Jun 30, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Multiplicative Models for Recurrent Language Modeling | Jun 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GPT-based Generation for Classical Chinese Poetry | Jun 29, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Supervised Contextual Embeddings for Transfer Learning in Natural Language Processing Tasks | Jun 28, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| EmotionX-KU: BERT-Max based Contextual Emotion Classifier | Jun 27, 2019 | Emotion RecognitionLanguage Modeling | CodeCode Available | 0 |
| Inducing Syntactic Trees from BERT Representations | Jun 27, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Tensorized Transformer for Language Modeling | Jun 24, 2019 | DecoderLanguage Modeling | CodeCode Available | 1 |
| Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF | Jun 21, 2019 | Joint NER and ClassificationLanguage Modeling | CodeCode Available | 0 |
| Semi-supervised acoustic model training for five-lingual code-switched ASR | Jun 20, 2019 | Acoustic ModellingLanguage Modeling | —Unverified | 0 |
| XLNet: Generalized Autoregressive Pretraining for Language Understanding | Jun 19, 2019 | Audio Question AnsweringChinese Reading Comprehension | CodeCode Available | 1 |
| Surf at MEDIQA 2019: Improving Performance of Natural Language Inference in the Clinical Domain by Adopting Pre-trained Language Model | Jun 19, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Robust Named Entity Recognition for Historic German | Jun 18, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Structured Pruning of Recurrent Neural Networks through Neuron Selection | Jun 17, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling | Jun 17, 2019 | Knowledge GraphsLanguage Modeling | CodeCode Available | 0 |
| Automatic Conditional Generation of Personalized Social Media Short Texts | Jun 15, 2019 | Dialogue GenerationLanguage Modeling | —Unverified | 0 |