| Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection | Nov 27, 2019 | ArticlesLanguage Modeling | —Unverified | 0 |
| Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction | Nov 27, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Evaluating Commonsense in Pre-trained Language Models | Nov 27, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Autoencoding Undirected Molecular Graphs With Neural Networks | Nov 26, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Single Headed Attention RNN: Stop Thinking With Your Head | Nov 26, 2019 | GPUHyperparameter Optimization | CodeCode Available | 0 |
| Relevance-Promoting Language Model for Short-Text Conversation | Nov 26, 2019 | DiversityLanguage Modeling | —Unverified | 0 |
| Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information | Nov 25, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Independent language modeling architecture for end-to-end ASR | Nov 25, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Emotional Neural Language Generation Grounded in Situational Contexts | Nov 25, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Unsupervised Domain Adaptation of Language Models for Reading Comprehension | Nov 25, 2019 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Improving EEG based Continuous Speech Recognition | Nov 24, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Controlling the Amount of Verbatim Copying in Abstractive Summarization | Nov 23, 2019 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 0 |
| Continual adaptation for efficient machine communication | Nov 22, 2019 | Continual LearningLanguage Modeling | CodeCode Available | 0 |
| Paraphrasing with Large Language Models | Nov 21, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Red Dragon AI at TextGraphs 2019 Shared Task: Language Model Assisted Explanation Generation | Nov 20, 2019 | Explanation GenerationLanguage Modeling | —Unverified | 0 |
| Thick-Net: Parallel Network Structure for Sequential Modeling | Nov 19, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Natural Question Answering with a Small Model | Nov 19, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures | Nov 19, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Drug Repurposing for Cancer: An NLP Approach to Identify Low-Cost Therapies | Nov 18, 2019 | Entity Extraction using GANGeneral Classification | —Unverified | 0 |
| Multi-Zone Unit for Recurrent Neural Networks | Nov 17, 2019 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Classification as Decoder: Trading Flexibility for Control in Medical Dialogue | Nov 16, 2019 | ClassificationDecoder | —Unverified | 0 |
| A Subword Level Language Model for Bangla Language | Nov 15, 2019 | ArticlesLanguage Modeling | —Unverified | 0 |
| Training a code-switching language model with monolingual data | Nov 14, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sparse associative memory based on contextual code learning for disambiguating word senses | Nov 14, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation | Nov 13, 2019 | Entity EmbeddingsEntity Typing | CodeCode Available | 0 |
| Adapting and evaluating a deep learning language model for clinical why-question answering | Nov 13, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Structured Sparsification of Gated Recurrent Neural Networks | Nov 13, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery | Nov 12, 2019 | Drug DiscoveryLanguage Modeling | CodeCode Available | 0 |
| Neural Architecture Search for Natural Language Understanding | Nov 11, 2019 | AvgLanguage Modeling | —Unverified | 0 |
| Long-span language modeling for speech recognition | Nov 11, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Conditionally Learn to Pay Attention for Sequential Visual Task | Nov 11, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| BP-Transformer: Modelling Long-Range Context via Binary Partitioning | Nov 11, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving Transformer Models by Reordering their Sublayers | Nov 10, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| CamemBERT: a Tasty French Language Model | Nov 10, 2019 | Dependency ParsingLanguage Modeling | CodeCode Available | 0 |
| Language Model-Driven Unsupervised Neural Machine Translation | Nov 10, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Distilling Knowledge Learned in BERT for Text Generation | Nov 10, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| On Posterior Collapse and Encoder Feature Dispersion in Sequence VAEs | Nov 10, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines | Nov 10, 2019 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| On Architectures for Including Visual Information in Neural Language Models for Image Description | Nov 9, 2019 | Image DescriptionLanguage Modeling | CodeCode Available | 0 |
| Code-Mixed to Monolingual Translation Framework | Nov 9, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Reducing Sentiment Bias in Language Models via Counterfactual Evaluation | Nov 8, 2019 | Articlescounterfactual | —Unverified | 0 |
| Not Enough Data? Deep Learning to the Rescue! | Nov 8, 2019 | Data AugmentationDeep Learning | —Unverified | 0 |
| Memory-Augmented Recurrent Neural Networks Can Learn Generalized Dyck Languages | Nov 8, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| The LIG system for the English-Czech Text Translation Task of IWSLT 2019 | Nov 7, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Blockwise Self-Attention for Long Document Understanding | Nov 7, 2019 | document understandingLanguage Modeling | CodeCode Available | 0 |
| Improving Grammatical Error Correction with Machine Translation Pairs | Nov 7, 2019 | Grammatical Error CorrectionLanguage Modeling | CodeCode Available | 0 |
| Open Domain Web Keyphrase Extraction Beyond Language Modeling | Nov 6, 2019 | Keyphrase ExtractionLanguage Modeling | CodeCode Available | 1 |
| SentiLARE: Sentiment-Aware Language Representation Learning with Linguistic Knowledge | Nov 6, 2019 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| RNN-T For Latency Controlled ASR With Improved Beam Search | Nov 5, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Unsupervised Cross-lingual Representation Learning at Scale | Nov 5, 2019 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |